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  • PowerPivot FILTER condition optimizations

    - by Marco Russo (SQLBI)
    In the comments of a recent post from Alberto Ferrari there was an interesting note about different performance related to the order of conditions in a FILTER call. I investigated about that and Jeffrey Wang has been so nice to give me some info about actual implementation that I can share on a blog post. First of all, an important disclaimer: PowerPivot is intended to make life easier, not requiring the user to think how to write the order of elements in a formula just to get better performance....(read more)

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  • Parent-child hierarchies and unary operators in PowerPivot

    - by Marco Russo (SQLBI)
    Alberto wrote an excellent post describing how to implement the Unary Operator feature (which is present in Analysis Services) in PowerPivot (there was a previous post about parent-child hierarchies, too). I have to say that the solution is not so easy to implement as in Analysis Services, but it just works and, from a practical point of view, it is not so difficult to implement if you understand how it works and accept its limitations (only sum and subtractions are supported). I think that many...(read more)

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  • PowerPivot Workshop in Frankfurt (and London early-bird expiring soon) #ppws

    - by Marco Russo (SQLBI)
    One week ago I described the PowerPivot Workshop Roadshow that we are planning in several European countries. The news today is that the Workshop will be in Frankfurt (Germany) on February 21-22, 2011 ! The registrations are open on www.powerpivotworkshop.com web site. The early-bird price for Frankfurt will expire on February 4, 2011. And if you are willing to attend the London date on Febrary 7-8, remember that early-bird price for London is going to expire on Monday (January 17) ! Save your money...(read more)

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  • Community Events in Köln (October) and Copenhagen November #ssas #tabular #powerpivot

    - by Marco Russo (SQLBI)
    Short update about community events in Europe where I will speak.On October 11 I will present DAX in Action in Köln - all details in the PASS local chapter here: http://www.sqlpass.de/Regionen/Deutschland/K%C3%B6lnBonnD%C3%BCsseldorf.aspxI will be speaking at a community event in Copenhagen on November 21, 2012. The session will be Excel 2013 PowerPivot in Action and details about time and location are available here: http://msbip.dk/events/30/msbip-mode-nr-9/I will be in Köln and Copenhagen to teach the SSAS Tabular Workshop. The workshop in Köln is the first in Germany and I look forward to meet new BI developers there.Copenhagen is the second edition after another we delivered this spring. It is a convenient location also for people coming from Malmoe and Göteborg in Sweden. Last event in Copenhagen were conflicting with a large event in Sweden, maybe this time I'll meet more people coming from the other side of the Øresund Bridge!Many other dates and location are available on the SSAS Tabular Workshop website.

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  • Basket Analysis with #dax in #powerpivot and #ssas #tabular

    - by Marco Russo (SQLBI)
    A few days ago I published a new article on DAX Patterns web site describing how to implement Basket Analysis in DAX. This topic is a very classical one and is also covered in the many-to-many revolution white paper. It has been also discussed in several blog posts, listed here in historical order: Simple Basket Analysis in DAX by Chris Webb PowerPivot, basket analysis and the hidden many to many by Alberto Ferrari Applied Basket Analysis in Power Pivot using DAX by Gerhard Brueckl As usual, in DAX Patterns we try to present the required DAX formulas in a way that is easy to adapt to specific models. We also try to show a good implementation from a performance point of view. Further optimizations are always possible in DAX. However, in order to keep the model simple to adapt in different scenarios, we avoid presenting optimizations that would require particular assumptions or restrictions on the data model. I hope you will find the Basket Analysis pattern useful. Even if you do not need it today, reading the DAX formula is a good exercise to check your knowledge of evaluation contexts in DAX. For example, describing how does it work the following expression is not a trivial task! [Orders with Both Products] := CALCULATE (     DISTINCTCOUNT ( Sales[SalesOrderNumber] ),     CALCULATETABLE (         SUMMARIZE ( Sales, Sales[SalesOrderNumber] ),         ALL ( Product ),         USERELATIONSHIP ( Sales[ProductCode], 'Filter Product'[Filter ProductCode] )     ) ) The good news is that you can use the patterns even if you do not really understand all the details of the DAX formulas you are using! Any feedback on this new pattern is very welcome.

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  • Self Service Reporting With PowerPivot

    - by blakmk
    There are so many cool new features in Sql 2008 release 2 it was difficult for me to pick a topic for T-SQL Tuesday . But the one that I am now a secret fan of, I once resented for its creation. Let me explain, for years I have encountered reporting systems cobbled together in tools like Access and Excel built by "database hobbyists" who had no formal training in database design or best practices. They would take their monstrosities as far as they could go before ultimatley it stopped working or the person that wrote it left the company. At that point it would become the resident DBA's problem to support it as a Live application. So when I first heard of Power Pivot, a sense of Deja Vu overtook me and I felt like the guy in the Ausin Powers movie , knowing the inevitable is coming but somehow unsure how to get out of the way. But when I eventually saw it in action, I quickly realised that it is a very powerful tool. It has a much smaller "time to market" than traditional BI architectures. Combined with the new features of Excel, some pretty impressive dashboards can be produced.Of course PowerPivot is not a magic bullet and along with potential scalability issues there are the usual issues such as master data management and data quality that cannot be overcome easily with power pivot. As a tool though, it has potential. Traditional BI is expensive, both in terms of time and the amount of resources it takes to deliver the system. The time lag between an analyst or a commercial accountant requesting reports and the report being delivered can make a huge commercial difference. I have observed companies where empowered end users become extremely productive when allowed to plough in to various disperate datasets. It may not be the correct way or the most sustainable but its cheap and quick. In these times when budgets are being slashed and we are forced to deliver more with less, why not empower the end user in a tool that is designed for exactly this task.... @blakmk  

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  • LASTDATE dates arguments and upcoming events #dax #tabular #powerpivot

    - by Marco Russo (SQLBI)
    Recently I had to write a DAX formula containing a LASTDATE within the logical condition of a FILTER: I found that its behavior was not the one I expected and I further investigated. At the end, I wrote my findings in this article on SQLBI, which can be applied to any Time Intelligence function with a <dates> argument.The key point is that when you write LASTDATE( table[column] )in reality you obtain something like LASTDATE( CALCULATETABLE( VALUES( table[column] ) ) )which converts an existing row context into a filter context.Thus, if you have something like FILTER( table, table[column] = LASTDATE( table[column] ) the FILTER will return all the rows of table, whereas you probably want to use FILTER( table, table[column] = LASTDATE( VALUES( table[column] ) ) )so that the existing filter context before executing FILTER is used to get the result from VALUES( table[column] ), avoiding the automatic expansion that would include a CALCULATETABLE that would hide the existing filter context.If after reading the article you want to get more insights, read the Jeffrey Wang's post here.In these days I'm speaking at SQLRally Nordic 2012 in Copenhagen and I will be in Cologne (Germany) next week for a SSAS Tabular Workshop, whereas Alberto will teach the same workshop in Amsterdam one week later. Both workshops still have seats available and the Amsterdam's one is still in early bird discount until October 3rd!Then, in November I expect to meet many blog readers at PASS Summit 2012 in Seattle and I hope to find the time to write other article on interesting things on Tabular and PowerPivot. Stay tuned!

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  • Integration Patterns with Azure Service Bus Relay, Part 1: Exposing the on-premise service

    - by Elton Stoneman
    We're in the process of delivering an enabling project to expose on-premise WCF services securely to Internet consumers. The Azure Service Bus Relay is doing the clever stuff, we register our on-premise service with Azure, consumers call into our .servicebus.windows.net namespace, and their requests are relayed and serviced on-premise. In theory it's all wonderfully simple; by using the relay we get lots of protocol options, free HTTPS and load balancing, and by integrating to ACS we get plenty of security options. Part of our delivery is a suite of sample consumers for the service - .NET, jQuery, PHP - and this set of posts will cover setting up the service and the consumers. Part 1: Exposing the on-premise service In theory, this is ultra-straightforward. In practice, and on a dev laptop it is - but in a corporate network with firewalls and proxies, it isn't, so we'll walkthrough some of the pitfalls. Note that I'm using the "old" Azure portal which will soon be out of date, but the new shiny portal should have the same steps available and be easier to use. We start with a simple WCF service which takes a string as input, reverses the string and returns it. The Part 1 version of the code is on GitHub here: on GitHub here: IPASBR Part 1. Configuring Azure Service Bus Start by logging into the Azure portal and registering a Service Bus namespace which will be our endpoint in the cloud. Give it a globally unique name, set it up somewhere near you (if you’re in Europe, remember Europe (North) is Ireland, and Europe (West) is the Netherlands), and  enable ACS integration by ticking "Access Control" as a service: Authenticating and authorizing to ACS When we try to register our on-premise service as a listener for the Service Bus endpoint, we need to supply credentials, which means only trusted service providers can act as listeners. We can use the default "owner" credentials, but that has admin permissions so a dedicated service account is better (Neil Mackenzie has a good post On Not Using owner with the Azure AppFabric Service Bus with lots of permission details). Click on "Access Control Service" for the namespace, navigate to Service Identities and add a new one. Give the new account a sensible name and description: Let ACS generate a symmetric key for you (this will be the shared secret we use in the on-premise service to authenticate as a listener), but be sure to set the expiration date to something usable. The portal defaults to expiring new identities after 1 year - but when your year is up *your identity will expire without warning* and everything will stop working. In production, you'll need governance to manage identity expiration and a process to make sure you renew identities and roll new keys regularly. The new service identity needs to be authorized to listen on the service bus endpoint. This is done through claim mapping in ACS - we'll set up a rule that says if the nameidentifier in the input claims has the value serviceProvider, in the output we'll have an action claim with the value Listen. In the ACS portal you'll see that there is already a Relying Party Application set up for ServiceBus, which has a Default rule group. Edit the rule group and click Add to add this new rule: The values to use are: Issuer: Access Control Service Input claim type: http://schemas.xmlsoap.org/ws/2005/05/identity/claims/nameidentifier Input claim value: serviceProvider Output claim type: net.windows.servicebus.action Output claim value: Listen When your service namespace and identity are set up, open the Part 1 solution and put your own namespace, service identity name and secret key into the file AzureConnectionDetails.xml in Solution Items, e.g: <azure namespace="sixeyed-ipasbr">    <!-- ACS credentials for the listening service (Part1):-->   <service identityName="serviceProvider"            symmetricKey="nuR2tHhlrTCqf4YwjT2RA2BZ/+xa23euaRJNLh1a/V4="/>  </azure> Build the solution, and the T4 template will generate the Web.config for the service project with your Azure details in the transportClientEndpointBehavior:           <behavior name="SharedSecret">             <transportClientEndpointBehavior credentialType="SharedSecret">               <clientCredentials>                 <sharedSecret issuerName="serviceProvider"                               issuerSecret="nuR2tHhlrTCqf4YwjT2RA2BZ/+xa23euaRJNLh1a/V4="/>               </clientCredentials>             </transportClientEndpointBehavior>           </behavior> , and your service namespace in the Azure endpoint:         <!-- Azure Service Bus endpoints -->          <endpoint address="sb://sixeyed-ipasbr.servicebus.windows.net/net"                   binding="netTcpRelayBinding"                   contract="Sixeyed.Ipasbr.Services.IFormatService"                   behaviorConfiguration="SharedSecret">         </endpoint> The sample project is hosted in IIS, but it won't register with Azure until the service is activated. Typically you'd install AppFabric 1.1 for Widnows Server and set the service to auto-start in IIS, but for dev just navigate to the local REST URL, which will activate the service and register it with Azure. Testing the service locally As well as an Azure endpoint, the service has a WebHttpBinding for local REST access:         <!-- local REST endpoint for internal use -->         <endpoint address="rest"                   binding="webHttpBinding"                   behaviorConfiguration="RESTBehavior"                   contract="Sixeyed.Ipasbr.Services.IFormatService" /> Build the service, then navigate to: http://localhost/Sixeyed.Ipasbr.Services/FormatService.svc/rest/reverse?string=abc123 - and you should see the reversed string response: If your network allows it, you'll get the expected response as before, but in the background your service will also be listening in the cloud. Good stuff! Who needs network security? Onto the next post for consuming the service with the netTcpRelayBinding.  Setting up network access to Azure But, if you get an error, it's because your network is secured and it's doing something to stop the relay working. The Service Bus relay bindings try to use direct TCP connections to Azure, so if ports 9350-9354 are available *outbound*, then the relay will run through them. If not, the binding steps down to standard HTTP, and issues a CONNECT across port 443 or 80 to set up a tunnel for the relay. If your network security guys are doing their job, the first option will be blocked by the firewall, and the second option will be blocked by the proxy, so you'll get this error: System.ServiceModel.CommunicationException: Unable to reach sixeyed-ipasbr.servicebus.windows.net via TCP (9351, 9352) or HTTP (80, 443) - and that will probably be the start of lots of discussions. Network guys don't really like giving servers special permissions for the web proxy, and they really don't like opening ports, so they'll need to be convinced about this. The resolution in our case was to put up a dedicated box in a DMZ, tinker with the firewall and the proxy until we got a relay connection working, then run some traffic which the the network guys monitored to do a security assessment afterwards. Along the way we hit a few more issues, diagnosed mainly with Fiddler and Wireshark: System.Net.ProtocolViolationException: Chunked encoding upload is not supported on the HTTP/1.0 protocol - this means the TCP ports are not available, so Azure tries to relay messaging traffic across HTTP. The service can access the endpoint, but the proxy is downgrading traffic to HTTP 1.0, which does not support tunneling, so Azure can’t make its connection. We were using the Squid proxy, version 2.6. The Squid project is incrementally adding HTTP 1.1 support, but there's no definitive list of what's supported in what version (here are some hints). System.ServiceModel.Security.SecurityNegotiationException: The X.509 certificate CN=servicebus.windows.net chain building failed. The certificate that was used has a trust chain that cannot be verified. Replace the certificate or change the certificateValidationMode. The evocation function was unable to check revocation because the revocation server was offline. - by this point we'd given up on the HTTP proxy and opened the TCP ports. We got this error when the relay binding does it's authentication hop to ACS. The messaging traffic is TCP, but the control traffic still goes over HTTP, and as part of the ACS authentication the process checks with a revocation server to see if Microsoft’s ACS cert is still valid, so the proxy still needs some clearance. The service account (the IIS app pool identity) needs access to: www.public-trust.com mscrl.microsoft.com We still got this error periodically with different accounts running the app pool. We fixed that by ensuring the machine-wide proxy settings are set up, so every account uses the correct proxy: netsh winhttp set proxy proxy-server="http://proxy.x.y.z" - and you might need to run this to clear out your credential cache: certutil -urlcache * delete If your network guys end up grudgingly opening ports, they can restrict connections to the IP address range for your chosen Azure datacentre, which might make them happier - see Windows Azure Datacenter IP Ranges. After all that you've hopefully got an on-premise service listening in the cloud, which you can consume from pretty much any technology.

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  • Hosting WCF service in Windows Service

    - by DigiMortal
    When building Windows services we often need a way to communicate with them. The natural way to communicate to service is to send signals to it. But this is very limited communication. Usually we need more powerful communication mechanisms with services. In this posting I will show you how to use service-hosted WCF web service to communicate with Windows service. Create Windows service Suppose you have Windows service created and service class is named as MyWindowsService. This is new service and all we have is default code that Visual Studio generates. Create WCF service Add reference to System.ServiceModel assembly to Windows service project and add new interface called IMyService. This interface defines our service contracts. [ServiceContract] public interface IMyService {     [OperationContract]     string SayHello(int value); } We keep this service simple so it is easy for you to follow the code. Now let’s add service implementation: [ServiceBehavior(InstanceContextMode=InstanceContextMode.Single)] public class MyService : IMyService {     public string SayHello(int value)     {         return string.Format("Hello, : {0}", value);     } } With ServiceBehavior attribute we say that we need only one instance of WCF service to serve all requests. Usually this is more than enough for us. Hosting WCF service in Windows Service Now it’s time to host our WCF service and make it available in Windows service. Here is the code in my Windows service: public partial class MyWindowsService : ServiceBase {     private ServiceHost _host;     private MyService _server;       public MyWindowsService()     {         InitializeComponent();     }       protected override void OnStart(string[] args)     {         _server = new MyService();         _host = new ServiceHost(_server);         _host.Open();     }       protected override void OnStop()     {         _host.Close();     } } Our Windows service now hosts our WCF service. WCF service will be available when Windows service is started and it is taken down when Windows service stops. Configuring WCF service To make WCF service usable we need to configure it. Add app.config file to your Windows service project and paste the following XML there: <system.serviceModel>   <serviceHostingEnvironment aspNetCompatibilityEnabled="true" />   <services>     <service name="MyWindowsService.MyService" behaviorConfiguration="def">       <host>         <baseAddresses>           <add baseAddress="http://localhost:8732/MyService/"/>         </baseAddresses>       </host>       <endpoint address="" binding="wsHttpBinding" contract="MyWindowsService.IMyService">       </endpoint>       <endpoint address="mex" binding="mexHttpBinding" contract="IMetadataExchange"/>     </service>   </services>   <behaviors>     <serviceBehaviors>       <behavior name="def">         <serviceMetadata httpGetEnabled="True"/>         <serviceDebug includeExceptionDetailInFaults="True"/>       </behavior>     </serviceBehaviors>   </behaviors> </system.serviceModel> Now you are ready to test your service. Install Windows service and start it. Open your browser and open the following address: http://localhost:8732/MyService/ You should see your WCF service page now. Conclusion WCF is not only web applications fun. You can use WCF also as self-hosted service. Windows services that lack good communication possibilities can be saved by using WCF self-hosted service as it is the best way to talk to service. We can also revert the context and say that Windows service is good host for our WCF service.

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  • Implement Budget Allocation in DAX for Power Pivot and Tabular #powerpivot #tabular #ssas #dax

    - by Marco Russo (SQLBI)
    Comparing sales and budget, or costs and budget, is a very common operation. However, it is often the case that you have different granularities for different tables containing budget and the data to compare with. There are two ways to do that: you can limit the comparison to the granularity that is common to the two tables, or you can allocate the budget where it’s not defined. For example, if you have a budget defined by quarter and category, you might want to allocate it by month and product. In this way, you will do the comparison as you had a more granular definition of the budget, without actually having to do the manual job of allocating data (usually in an Excel worksheet!). If you want to do budget allocation in DAX, you can use the Budget Patterns we published on DAX Patterns. If you come from and MDX/OLAP background, at first you might find it hard to solve the problem of not having attribute hierarchies that helps you in propagating the budget values to lower hierarchical levels. However, I think that once you get used to DAX, you will find the behavior very predictable and easy to “debug” also for more complex allocation formula. You just have to be careful in writing the DAX formula, but probably the pattern we wrote should help you designing the right data model, without creating physical relationships to the budget table! This pattern is also based on the Handling Different Granularities scenario I discussed a couple of weeks ago.

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  • PowerPivot and the Slowly Changing Dimensions

    - by AlbertoFerrari
    Slowly changing dimensions are very common in the data warehouses and, basically, they store many versions of the same entity whenever a change happens in the columns for which history needs to be maintained. For example, the AdventureWorks data warehouse has a type 2 SCD in the DimProduct table. It can be easily checked for the product code “FR-M94S-38” which shows three different versions of itself, with changing product cost and list price. This is exactly what we can expect to find in any data...(read more)

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  • PowerPivot and the Slowly Changing Dimensions

    - by AlbertoFerrari
    Slowly changing dimensions are very common in the data warehouses and, basically, they store many versions of the same entity whenever a change happens in the columns for which history needs to be maintained. For example, the AdventureWorks data warehouse has a type 2 SCD in the DimProduct table. It can be easily checked for the product code “FR-M94S-38” which shows three different versions of itself, with changing product cost and list price. This is exactly what we can expect to find in any data...(read more)

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  • Converting #MDX to #DAX and PowerPivot Workshop online #ppws

    - by Marco Russo (SQLBI)
    I just published the article Converting MDX to DAX – First Steps on the renewed SQLBI web site about converting MDX to DAX. The reason is that with BISM Tabular in Analysis Services 2012 you will be able to write queries in both DAX and MDX. If you already know MDX, you might wonder how to “translate” your MDX knowledge in DAX. I think that this is another way you can improve your knowledge about DAX: it has different concepts behind and this comparison should be helpful in this purpose. This is...(read more)

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  • Possible SWITCH Optimization in DAX – #powerpivot #dax #tabular

    - by Marco Russo (SQLBI)
    In one of the Advanced DAX Workshop I taught this year, I had an interesting discussion about how to optimize a SWITCH statement (which could be frequently used checking a slicer, like in the Parameter Table pattern). Let’s start with the problem. What happen when you have such a statement? Sales :=     SWITCH (         VALUES ( Period[Period] ),         "Current", [Internet Total Sales],         "MTD", [MTD Sales],         "QTD", [QTD Sales],         "YTD", [YTD Sales],          BLANK ()     ) The SWITCH statement is in reality just syntax sugar for a nested IF statement. When you place such a measure in a pivot table, for every cell of the pivot table the IF options are evaluated. In order to optimize performance, the DAX engine usually does not compute cell-by-cell, but tries to compute the values in bulk-mode. However, if a measure contains an IF statement, every cell might have a different execution path, so the current implementation might evaluate all the possible IF branches in bulk-mode, so that for every cell the result from one of the branches will be already available in a pre-calculated dataset. The price for that could be high. If you consider the previous Sales measure, the YTD Sales measure could be evaluated for all the cells where it’s not required, and also when YTD is not selected at all in a Pivot Table. The actual optimization made by the DAX engine could be different in every build, and I expect newer builds of Tabular and Power Pivot to be better than older ones. However, we still don’t live in an ideal world, so it could be better trying to help the engine finding a better execution plan. One student (Niek de Wit) proposed this approach: Selection := IF (     HASONEVALUE ( Period[Period] ),     VALUES ( Period[Period] ) ) Sales := CALCULATE (     [Internet Total Sales],     FILTER (         VALUES ( 'Internet Sales'[Order Quantity] ),         'Internet Sales'[Order Quantity]             = IF (                 [Selection] = "Current",                 'Internet Sales'[Order Quantity],                 -1             )     ) )     + CALCULATE (         [MTD Sales],         FILTER (             VALUES ( 'Internet Sales'[Order Quantity] ),             'Internet Sales'[Order Quantity]                 = IF (                     [Selection] = "MTD",                     'Internet Sales'[Order Quantity],                     -1                 )         )     )     + CALCULATE (         [QTD Sales],         FILTER (             VALUES ( 'Internet Sales'[Order Quantity] ),             'Internet Sales'[Order Quantity]                 = IF (                     [Selection] = "QTD",                     'Internet Sales'[Order Quantity],                     -1                 )         )     )     + CALCULATE (         [YTD Sales],         FILTER (             VALUES ( 'Internet Sales'[Order Quantity] ),             'Internet Sales'[Order Quantity]                 = IF (                     [Selection] = "YTD",                     'Internet Sales'[Order Quantity],                     -1                 )         )     ) At first sight, you might think it’s impossible that this approach could be faster. However, if you examine with the profiler what happens, there is a different story. Every original IF’s execution branch is now a separate CALCULATE statement, which applies a filter that does not execute the required measure calculation if the result of the FILTER is empty. I used the ‘Internet Sales’[Order Quantity] column in this example just because in Adventure Works it has only one value (every row has 1): in the real world, you should use a column that has a very low number of distinct values, or use a column that has always the same value for every row (so it will be compressed very well!). Because the value –1 is never used in this column, the IF comparison in the filter discharge all the values iterated in the filter if the selection does not match with the desired value. I hope to have time in the future to write a longer article about this optimization technique, but in the meantime I’ve seen this optimization has been useful in many other implementations. Please write your feedback if you find scenarios (in both Power Pivot and Tabular) where you obtain performance improvements using this technique!

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  • Understanding #DAX Query Plans for #powerpivot and #tabular

    - by Marco Russo (SQLBI)
    Alberto Ferrari wrote a very interesting white paper about DAX query plans. We published it on a page where we'll gather articles and tools about DAX query plans: http://www.sqlbi.com/topics/query-plans/I reviewed the paper and this is the result of many months of study - we know that we just scratched the surface of this topic, also because we still don't have enough information about internal behavior of many of the operators contained in a query plan. However, by reading the paper you will start reading a query plan and you will understand how it works the optimization found by Chris Webb one month ago to the events-in-progress scenario. The white paper also contains a more optimized query (10 time faster), even if the performance depends on data distribution and the best choice really depends on the data you have. Now you should be curious enough to read the paper until the end, because the more optimized query is the last example in the paper!

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  • Parameterize Charts using Excel Slicers in PowerPivot

    - by Marco Russo (SQLBI)
    One new nice feature of Excel 2010 is the Slicer. Usually, slicers are used to filter data in a PivotTable. But they might be also useful to parameterize an algorithm or a chart! We discussed this technique in our book , but Alberto Ferrari wrote a post that shows how to use this technique to allow the user to select two stocks that should be compared in an Excel Chart – as you might imagine, this will work also when you will publish the workbook on SharePoint! This is the result: Nice to see that...(read more)

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  • The updated Survey pattern for Power Pivot and Tabular #powerpivot #tabular #ssas #dax

    - by Marco Russo (SQLBI)
    One of the first models I created for the many-to-many revolution white paper was the Survey one. At the time, it was in Analysis Services Multidimensional, and then we implemented it in Analysis Services Tabular and in Power Pivot, using the DAX language. I recently reviewed the data model and published it in the Survey article on DAX Patterns site. The Survey pattern is the foundation for others, such as the Basket Analysis, and it is widely used in many different business scenario. I was particularly happy to know it has been using to perform data analysis for cancer research! In this article I did some maintenance on the DAX formulas, checking that the proper error handling is part of the formulas, and highlighting some differences in slicers behavior between Excel 2010 and Excel 2013, which could be particularly important for the Survey scenario. As usual, we provide sample workbooks for both Excel 2010 and Excel 2013, and we use DAX Formatter to make the DAX code easier to read. Any feedback will be appreciated!

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  • PowerPivot: Putting two stocks on the same PivotChart

    - by AlbertoFerrari
    In a previous post , I have used a stock exchange scenario to speak about how to compute moving averages in a complex scenario. Playing with the same scenario, I felt the need to compare two stocks on the same chart, choosing the stock names with a slicer. As always, a picture is worth a thousand words, the final result I want to achieve is something like this, where I am comparing Microsoft over Apple during the last 10 years. It is clear that I am not going to comment in any way why traders seem...(read more)

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  • PowerPivot: Putting two stocks on the same PivotChart

    - by AlbertoFerrari
    In a previous post , I have used a stock exchange scenario to speak about how to compute moving averages in a complex scenario. Playing with the same scenario, I felt the need to compare two stocks on the same chart, choosing the stock names with a slicer. As always, a picture is worth a thousand words, the final result I want to achieve is something like this, where I am comparing Microsoft over Apple during the last 10 years. It is clear that I am not going to comment in any way why traders seem...(read more)

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  • Parameterize Charts using Excel Slicers in PowerPivot

    - by Marco Russo (SQLBI)
    One new nice feature of Excel 2010 is the Slicer. Usually, slicers are used to filter data in a PivotTable. But they might be also useful to parameterize an algorithm or a chart! We discussed this technique in our book , but Alberto Ferrari wrote a post that shows how to use this technique to allow the user to select two stocks that should be compared in an Excel Chart – as you might imagine, this will work also when you will publish the workbook on SharePoint! This is the result: Nice to see that...(read more)

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  • SQLAuthority News – Microsoft SQL Server 2008 R2 – PowerPivot for Microsoft Excel 2010

    - by pinaldave
    Microsoft has really and truly created some buzz for PowerPivot. I have been asked to show the demo of Powerpivot in recent time even when I am doing relational database training. Attached is the few details where everyone can download PowerPivot and use the same. Microsoft SQL Server 2008 R2 – PowerPivot for Microsoft Excel 2010 – RTM Microsoft® PowerPivot for Microsoft® Excel 2010 provides ground-breaking technology, such as fast manipulation of large data sets (often millions of rows), streamlined integration of data, and the ability to effortlessly share your analysis through Microsoft® SharePoint 2010. Microsoft PowerPivot for Excel 2010 Samples Microsoft® PowerPivot for Microsoft® Excel 2010 provides ground-breaking technology, such as fast manipulation of large data sets (often millions of rows), streamlined integration of data, and the ability to effortlessly share your analysis through Microsoft® SharePoint 2010. Download examples of the types of reports you can create. Microsoft PowerPivot for Excel 2010 Data Analysis Expressions Sample version 1.0 Microsoft® PowerPivot for Microsoft® Excel 2010 provides ground-breaking technology, such as fast manipulation of large data sets (often millions of rows), streamlined integration of data, and the ability to effortlessly share your analysis through Microsoft® SharePoint 2010. Download this PowerPivot workbook to learn more about DAX calculations. Note: The brief description below the download link is taken from respective download page. Reference: Pinal Dave (http://blog.sqlauthority.com) Filed under: SQL, SQL Authority, SQL Documentation, SQL Download, SQL Query, SQL Server, SQL Tips and Tricks, T SQL, Technology

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  • Oracle Retail Point-of-Service with Mobile Point-of-Service, Release 13.4.1

    - by Oracle Retail Documentation Team
    Oracle Retail Mobile Point-of-Service was previously released as a standalone product. Oracle Retail Mobile Point-of-Service is now a supported extension of Oracle Retail Point-of-Service, Release 13.4.1. Oracle Retail Mobile Point-of-Service provides support for using a mobile device to perform tasks such as scanning items, applying price adjustments, tendering, and looking up item information. Integration with Oracle Retail Store Inventory Management (SIM) If Oracle Retail Mobile Point-of-Service is implemented with Oracle Retail Store Inventory Management (SIM), the following Oracle Retail Store Inventory Management functionality is supported: Inventory lookup at the current store Inventory lookup at buddy stores Validation of serial numbers Technical Overview The Oracle Retail Mobile Point-of-Service server application runs in a domain on Oracle WebLogic. The server supports the mobile devices in the store. On each mobile device, the Mobile POS application is downloaded and then installed. Highlighted End User Documentation Updates and List of Documents  Oracle Retail Point-of-Service with Mobile Point-of-Service Release NotesA high-level overview is included about the release's functional, technical, and documentation enhancements. In addition, a section has been written that addresses Product Support considerations.   Oracle Retail Mobile Point-of-Service Java API ReferenceJava API documentation for Oracle Retail Mobile Point-of-Service is included as part of the Oracle Retail Mobile Point-of-Service Release 13.4.1 documentation set. Oracle Retail Point-of-Service with Mobile Point-of-Service Installation Guide - Volume 1, Oracle StackA new chapter is included with information on installing the Mobile Point-of-Service server and setting up the Mobile POS application. The installer screens for installing the server are included in a new appendix. Oracle Retail Point-of-Service with Mobile Point-of-Service User GuideA new chapter describes the functionality available on a mobile device and how to use Oracle Retail Mobile Point-of-Service on a mobile device. Oracle Retail POS Suite with Mobile Point-of-Service Configuration GuideThe Configuration Guide is updated to indicate which parameters are used for Oracle Retail Mobile Point-of-Service. Oracle Retail POS Suite with Mobile Point-of-Service Implementation Guide - Volume 5, Mobile Point-of-ServiceThis new Implementation Guide volume contains information for extending and customizing both the Mobile POS application for the mobile device and the Oracle Retail Mobile Point-of-Service server. Oracle Retail POS Suite with Mobile Point-of-Service Licensing InformationThe Licensing Information document is updated with the list of third-party open-source software used by Oracle Retail Mobile Point-of-Service. Oracle Retail POS Suite with Mobile Point-of-Service Security GuideThe Security Guide is updated with information on security for mobile devices. Oracle Retail Enhancements Summary (My Oracle Support Doc ID 1088183.1)This enterprise level document captures the major changes for all the products that are part of releases 13.2, 13.3, and 13.4. The functional, integration, and technical enhancements in the Release Notes for each product are listed in this document.

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  • Detecting walls or floors in pygame

    - by Serial
    I am trying to make bullets bounce of walls, but I can't figure out how to correctly do the collision detection. What I am currently doing is iterating through all the solid blocks and if the bullet hits the bottom, top or sides, its vector is adjusted accordingly. However, sometimes when I shoot, the bullet doesn't bounce, I think it's when I shoot at a border between two blocks. Here is the update method for my Bullet class: def update(self, dt): if self.can_bounce: #if the bullet hasnt bounced find its vector using the mousclick pos and player pos speed = -10. range = 200 distance = [self.mouse_x - self.player[0], self.mouse_y - self.player[1]] norm = math.sqrt(distance[0] ** 2 + distance[1] ** 2) direction = [distance[0] / norm, distance[1 ] / norm] bullet_vector = [direction[0] * speed, direction[1] * speed] self.dx = bullet_vector[0] self.dy = bullet_vector[1] #check each block for collision for block in self.game.solid_blocks: last = self.rect.copy() if self.rect.colliderect(block): topcheck = self.rect.top < block.rect.bottom and self.rect.top > block.rect.top bottomcheck = self.rect.bottom > block.rect.top and self.rect.bottom < block.rect.bottom rightcheck = self.rect.right > block.rect.left and self.rect.right < block.rect.right leftcheck = self.rect.left < block.rect.right and self.rect.left > block.rect.left each test tests if it hit the top bottom left or right side of the block its colliding with if self.can_bounce: if topcheck: self.rect = last self.dy *= -1 self.can_bounce = False print "top" if bottomcheck: self.rect = last self.dy *= -1 #Bottom check self.can_bounce = False print "bottom" if rightcheck: self.rect = last self.dx *= -1 #right check self.can_bounce = False print "right" if leftcheck: self.rect = last self.dx *= -1 #left check self.can_bounce = False print "left" else: # if it has already bounced and colliding again kill it self.kill() for enemy in self.game.enemies_list: if self.rect.colliderect(enemy): self.kill() #update position self.rect.x -= self.dx self.rect.y -= self.dy This definitely isn't the best way to do it but I can't think of another way. If anyone has done this or can help that would be awesome!

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  • Latest News on Service, Field Service and Depot Repair Products

    - by LuciaC
    Service and Depot Repair Customer Advisory Boards (CAB) In November 2012 the Service and Depot Repair CAB joined together for a combined meeting at Oracle HQ in Redwood Shores, California to discuss all the latest news in the Oracle Service, Field Service and Depot Repair products.  Over four days attendees shared their experiences with implementing and using these EBS CRM products and heard details of recent enhancements and future product plans direct from Development. You can access all the Oracle presentations via Doc ID 1511768.1.  Here are just some of the highlights: Field Service: Next Generation Dispatch Center Endeca Integration Case Study: Oracle Sun Field Service implementation. Mobile Field Service: New capabilities for technician-facing applications Service: Integration with Oracle Projects New Teleservice enhancements Spares Management: Supplier Warranty External Repair Execution Oracle Knowledge (Inquira) Introduction for Service Organizations If you weren't at the CAB, take a look at these presentations for great information about what's new and what's coming up in these products. 12.1.3++ Features for Field Service, Mobile Field Service, Spares Management, FSTP & Advanced Scheduler In June 2012 the R12.1.3++ patches were released for Field Service, Mobile Field Service, FSTP and Advanced Scheduler.  These patches contain new and updated functionality for these CRM Service suite modules.  New functionality includes: Field Service/FSTP/MFS: Support for Transfer Parts across subinventories in different organizations Validation to ensure Installed Item matches Returned Item MFS Wireless - Support fro Special Address Creation MFS Wireless - Enhanced Debrief Flow Advanced Scheduler Scheduler UI - Display of Spares Sourcing Information Auto Commit (Release) Tasks by Territory Dispatch Center UI - Display Spare Parts Arrival Information Spares Management Enhancements to the Task Reassignment Process Enhancements to the Parts Requirements UI Supply Chain Enhancements to allow filtering of ship methods from source location by distance. Check the following notes for more details and relevant patch numbers:Doc ID 1463333.1 - Oracle Field Service Release Notes, Release 12.1.3++Doc ID 1452470.1 - Field Service Technician Portal 12.1.3++ New FeaturesDoc ID 1463066.1 - Oracle Advanced Scheduler Release Notes, Release 12.1.3++ Doc ID 1463335.1 - Oracle Spares Management Release Notes, Release 12.1.3++ Doc ID 1463243.1 - Oracle Mobile Field Service Release Notes, Release 12.1.3++

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  • BES Express - failed to run Administration Service

    - by Max Gontar
    Hi! I have installed BES Express on Windows Server 7 with Exchange 2007 following by RIM tutorial JDK 1.6.18, JDK\bin included into Path variable After reboot I've run Blackberry Administration Service and receive such error in browser window: HTTP Status 500 - -------------------------------------------------------------------------------- type Exception report message description The server encountered an internal error () that prevented it from fulfilling this request. exception javax.servlet.ServletException: org.apache.hivemind.ApplicationRuntimeException: Missing classpath resource '/com/rim/bes/bas/web/adminconsole/pages/login/SystemError.page'. [context:/WEB-INF/webAdminConsole.application, line 25, column 37] org.apache.tapestry.services.impl.WebRequestServicerPipelineBridge.service(WebRequestServicerPipelineBridge.java:60) $ServletRequestServicer_12d51b7c397.service($ServletRequestServicer_12d51b7c397.java) org.apache.tapestry.request.DecodedRequestInjector.service(DecodedRequestInjector.java:55) $ServletRequestServicerFilter_12d51b7c393.service($ServletRequestServicerFilter_12d51b7c393.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.multipart.MultipartDecoderFilter.service(MultipartDecoderFilter.java:52) $ServletRequestServicerFilter_12d51b7c391.service($ServletRequestServicerFilter_12d51b7c391.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.services.impl.SetupRequestEncoding.service(SetupRequestEncoding.java:53) $ServletRequestServicerFilter_12d51b7c395.service($ServletRequestServicerFilter_12d51b7c395.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) $ServletRequestServicer_12d51b7c305.service($ServletRequestServicer_12d51b7c305.java) org.apache.tapestry.ApplicationServlet.doService(ApplicationServlet.java:123) com.rim.bes.bas.web.common.BASApplicationServlet.doService(BASApplicationServlet.java:153) org.apache.tapestry.ApplicationServlet.doGet(ApplicationServlet.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.console.LoginDispatcher.processRequest(LoginDispatcher.java:146) com.rim.bes.bas.web.console.LoginDispatcher.doGet(LoginDispatcher.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.common.ResponseHeadersFilter.doFilter(ResponseHeadersFilter.java:85) com.rim.bes.bas.web.console.VSJSupportFilter.doFilter(VSJSupportFilter.java:228) org.jboss.web.tomcat.filters.ReplyHeaderFilter.doFilter(ReplyHeaderFilter.java:96) root cause org.apache.hivemind.ApplicationRuntimeException: Missing classpath resource '/com/rim/bes/bas/web/adminconsole/pages/login/SystemError.page'. [context:/WEB-INF/webAdminConsole.application, line 25, column 37] org.apache.tapestry.error.ExceptionPresenterImpl.presentException(ExceptionPresenterImpl.java:64) com.rim.bes.bas.web.common.CommonExceptionPresenter.presentException(CommonExceptionPresenter.java:269) com.rim.bes.bas.web.common.CommonExceptionPresenter.presentException(CommonExceptionPresenter.java:113) $ExceptionPresenter_12d51b7c2cf.presentException($ExceptionPresenter_12d51b7c2cf.java) org.apache.tapestry.engine.AbstractEngine.activateExceptionPage(AbstractEngine.java:121) org.apache.tapestry.engine.AbstractEngine.service(AbstractEngine.java:280) org.apache.tapestry.services.impl.InvokeEngineTerminator.service(InvokeEngineTerminator.java:60) $WebRequestServicer_12d51b7c3b5.service($WebRequestServicer_12d51b7c3b5.java) com.rim.bes.bas.web.console.ObjectCacheServiceFilter.service(ObjectCacheServiceFilter.java:72) $WebRequestServicerFilter_12d51b7c3b9.service($WebRequestServicerFilter_12d51b7c3b9.java) $WebRequestServicer_12d51b7c3bb.service($WebRequestServicer_12d51b7c3bb.java) com.rim.bes.bas.web.common.ServiceFilter.service(ServiceFilter.java:84) $WebRequestServicerFilter_12d51b7c3b7.service($WebRequestServicerFilter_12d51b7c3b7.java) $WebRequestServicer_12d51b7c3bb.service($WebRequestServicer_12d51b7c3bb.java) $WebRequestServicer_12d51b7c3b1.service($WebRequestServicer_12d51b7c3b1.java) org.apache.tapestry.services.impl.WebRequestServicerPipelineBridge.service(WebRequestServicerPipelineBridge.java:56) $ServletRequestServicer_12d51b7c397.service($ServletRequestServicer_12d51b7c397.java) org.apache.tapestry.request.DecodedRequestInjector.service(DecodedRequestInjector.java:55) $ServletRequestServicerFilter_12d51b7c393.service($ServletRequestServicerFilter_12d51b7c393.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.multipart.MultipartDecoderFilter.service(MultipartDecoderFilter.java:52) $ServletRequestServicerFilter_12d51b7c391.service($ServletRequestServicerFilter_12d51b7c391.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.services.impl.SetupRequestEncoding.service(SetupRequestEncoding.java:53) $ServletRequestServicerFilter_12d51b7c395.service($ServletRequestServicerFilter_12d51b7c395.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) $ServletRequestServicer_12d51b7c305.service($ServletRequestServicer_12d51b7c305.java) org.apache.tapestry.ApplicationServlet.doService(ApplicationServlet.java:123) com.rim.bes.bas.web.common.BASApplicationServlet.doService(BASApplicationServlet.java:153) org.apache.tapestry.ApplicationServlet.doGet(ApplicationServlet.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.console.LoginDispatcher.processRequest(LoginDispatcher.java:146) com.rim.bes.bas.web.console.LoginDispatcher.doGet(LoginDispatcher.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.common.ResponseHeadersFilter.doFilter(ResponseHeadersFilter.java:85) com.rim.bes.bas.web.console.VSJSupportFilter.doFilter(VSJSupportFilter.java:228) org.jboss.web.tomcat.filters.ReplyHeaderFilter.doFilter(ReplyHeaderFilter.java:96) root cause org.apache.hivemind.ApplicationRuntimeException: Missing classpath resource '/com/rim/bes/bas/web/adminconsole/pages/login/SystemError.page'. [context:/WEB-INF/webAdminConsole.application, line 25, column 37] org.apache.tapestry.asset.ClasspathAssetFactory.createAbsoluteAsset(ClasspathAssetFactory.java:61) $AssetFactory_12d51b7c400.createAbsoluteAsset($AssetFactory_12d51b7c400.java) org.apache.tapestry.asset.ContextAssetFactory.createAsset(ContextAssetFactory.java:66) $AssetFactory_12d51b7c3fe.createAsset($AssetFactory_12d51b7c3fe.java) $AssetFactory_12d51b7c404.createAsset($AssetFactory_12d51b7c404.java) $AssetFactory_12d51b7c2ff.createAsset($AssetFactory_12d51b7c2ff.java) org.apache.tapestry.asset.AssetSourceImpl.findAsset(AssetSourceImpl.java:64) $AssetSource_12d51b7c3fa.findAsset($AssetSource_12d51b7c3fa.java) org.apache.tapestry.services.impl.NamespaceResourcesImpl.findSpecificationResource(NamespaceResourcesImpl.java:61) org.apache.tapestry.services.impl.NamespaceResourcesImpl.getPageSpecification(NamespaceResourcesImpl.java:71) org.apache.tapestry.engine.Namespace.locatePageSpecification(Namespace.java:264) org.apache.tapestry.engine.Namespace.getPageSpecification(Namespace.java:172) org.apache.tapestry.resolver.PageSpecificationResolverImpl.resolve(PageSpecificationResolverImpl.java:131) $PageSpecificationResolver_12d51b7c3f4.resolve($PageSpecificationResolver_12d51b7c3f4.java) $PageSpecificationResolver_12d51b7c3f5.resolve($PageSpecificationResolver_12d51b7c3f5.java) org.apache.tapestry.pageload.PageSource.getPage(PageSource.java:115) $IPageSource_12d51b7c2e5.getPage($IPageSource_12d51b7c2e5.java) org.apache.tapestry.engine.RequestCycle.loadPage(RequestCycle.java:268) org.apache.tapestry.engine.RequestCycle.getPage(RequestCycle.java:251) org.apache.tapestry.error.ExceptionPresenterImpl.presentException(ExceptionPresenterImpl.java:40) com.rim.bes.bas.web.common.CommonExceptionPresenter.presentException(CommonExceptionPresenter.java:269) com.rim.bes.bas.web.common.CommonExceptionPresenter.presentException(CommonExceptionPresenter.java:113) $ExceptionPresenter_12d51b7c2cf.presentException($ExceptionPresenter_12d51b7c2cf.java) org.apache.tapestry.engine.AbstractEngine.activateExceptionPage(AbstractEngine.java:121) org.apache.tapestry.engine.AbstractEngine.service(AbstractEngine.java:280) org.apache.tapestry.services.impl.InvokeEngineTerminator.service(InvokeEngineTerminator.java:60) $WebRequestServicer_12d51b7c3b5.service($WebRequestServicer_12d51b7c3b5.java) com.rim.bes.bas.web.console.ObjectCacheServiceFilter.service(ObjectCacheServiceFilter.java:72) $WebRequestServicerFilter_12d51b7c3b9.service($WebRequestServicerFilter_12d51b7c3b9.java) $WebRequestServicer_12d51b7c3bb.service($WebRequestServicer_12d51b7c3bb.java) com.rim.bes.bas.web.common.ServiceFilter.service(ServiceFilter.java:84) $WebRequestServicerFilter_12d51b7c3b7.service($WebRequestServicerFilter_12d51b7c3b7.java) $WebRequestServicer_12d51b7c3bb.service($WebRequestServicer_12d51b7c3bb.java) $WebRequestServicer_12d51b7c3b1.service($WebRequestServicer_12d51b7c3b1.java) org.apache.tapestry.services.impl.WebRequestServicerPipelineBridge.service(WebRequestServicerPipelineBridge.java:56) $ServletRequestServicer_12d51b7c397.service($ServletRequestServicer_12d51b7c397.java) org.apache.tapestry.request.DecodedRequestInjector.service(DecodedRequestInjector.java:55) $ServletRequestServicerFilter_12d51b7c393.service($ServletRequestServicerFilter_12d51b7c393.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.multipart.MultipartDecoderFilter.service(MultipartDecoderFilter.java:52) $ServletRequestServicerFilter_12d51b7c391.service($ServletRequestServicerFilter_12d51b7c391.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) org.apache.tapestry.services.impl.SetupRequestEncoding.service(SetupRequestEncoding.java:53) $ServletRequestServicerFilter_12d51b7c395.service($ServletRequestServicerFilter_12d51b7c395.java) $ServletRequestServicer_12d51b7c399.service($ServletRequestServicer_12d51b7c399.java) $ServletRequestServicer_12d51b7c305.service($ServletRequestServicer_12d51b7c305.java) org.apache.tapestry.ApplicationServlet.doService(ApplicationServlet.java:123) com.rim.bes.bas.web.common.BASApplicationServlet.doService(BASApplicationServlet.java:153) org.apache.tapestry.ApplicationServlet.doGet(ApplicationServlet.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.console.LoginDispatcher.processRequest(LoginDispatcher.java:146) com.rim.bes.bas.web.console.LoginDispatcher.doGet(LoginDispatcher.java:79) javax.servlet.http.HttpServlet.service(HttpServlet.java:617) javax.servlet.http.HttpServlet.service(HttpServlet.java:717) com.rim.bes.bas.web.common.ResponseHeadersFilter.doFilter(ResponseHeadersFilter.java:85) com.rim.bes.bas.web.console.VSJSupportFilter.doFilter(VSJSupportFilter.java:228) org.jboss.web.tomcat.filters.ReplyHeaderFilter.doFilter(ReplyHeaderFilter.java:96) Can you help me? Thank you! same question on bbforums

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