Scrambling your production data for testing

When it comes to testing business applications implemented with Dynamics CRM, sometimes you might have to bring down your production data to your Development, Testing, UAT/Pre Production environments. In such scenarios, what if your company policies does not allow you to play around with sensitive data of their clients. For instance, a tester might trigger several email to a client for testing certain functionality which will surprise the client and some may not like it at all.

Therefore, it is always good to replace sensitive data with dummy data values. But this is not a simple task to do if you have large quantities of data. One might argue that for testing, you may not require large quantities of data. But, if the testers are doing performance testing, then large quantities of data is required.

Objective of this article is to highlight options available to replace/scramble sensitive data with dummy data.



Advanced Data Migration techniques for Dynamics 365

More recently I have been writing little bit more about data migration techniques and best practices. I have to say, it is a point where we all make mistakes. If you don’t map migrate the data properly, whatever the solution you may deliver, will not work. Especially when the current work of the client is dependent on existing data. If your CRM solution is not working, then you will get the blame no matter how good your solution is.


SSIS Package Control Flow is Corrupted

In one of the on going projects we had to create considerable amount of SSIS packages to upload and generate various files. Some times we encounter a scenario where the Control Flow view gets corrupted. All the packages were in Source Control with TFS2010. Couldn’t find the exact reason for this. But found a way to correct the issues. Following is a sample image of the corrupted Control flow of the package.

Because of this issue we can’t do further amendments to the control flow as it is not responding at this stage. At one stage it appears that we had to create the package from the scratch. It is a nightmare to do so for a complex ETL package. I found a workaround to overcome this issue and the source code being checked in to the Source Control helped me a lot. Following are the steps to resolve the problem.


Visual Studio 2010 Powershell Extension and PowerGUI

I was using Powershell scripting to create automated deployment scripts for SSIS packages and believe me even though Powershell is a great scripting language it was quite difficult get a script syntactically correct and error free for first time. To overcome this difficulty I used the Powershell ISE (Integrated Scripting Environment). It gives some form of aid to my scripting needs, but I have to say not much. As my self and the team were battling with tight sprint dead lines, these automated scripts writing took considerable amount of time. This was affecting the completion of sprints and one reason for increasing the remaining work at the end of sprints. It was a nightmare to manage the scripts scattered with the team.

When I was reading through my emails I got this email from Tech Republic, of course I’m tech republic fan, regarding this Powershell extension for Visual Studio 2010. So I read it and got the components installed. First you need to install the PowerGUI, otherwise the Visual Studio extension will not work.


Using SSIS for Dynamics CRM 2011

One of the CRM 2011 projects that I’m currently working on required several documents to be imported on daily basis. These documents were required by the payments processes and some other membership related processes.
So we have been given the opportunity to use SQL Server Integration Services (SSIS) to load these files to CRM for processing. But the problem came with how we could load the data to CRM. To overcome this barrier, CozyRoc SSIS tools became very handy (Many thanks to our lead architect Huw Edmunds for introducing this). For more information visit
So my self did lots of R&D on these tools to get it work with CRM as there is very little documentation support over these, but we got great deal of application support from CozyRock.


No way of undoing or redoing in BIDS 2008

When I was designing these SSIS packages using the BIDS 2008 I came across situations where I have to undo things. But surprisingly its not possible. For example if you’d accidently delete  any of the workflow activities it cannot be undone.  Even the undo and redo buttons are disabled on tool bars.

 But came to know that this is one of the new features available with SQL Server ‘Denali’ BIDS.  Looking forward to use this.