Wednesday, October 22, 2014

Smart and Useful are not implicit the same

This special topic is something, I do philosophy on often. Why do we see, the smartest solution looses to the less smart solution? Like why did Betamax loose to VHS? Amiga to PC? HD-DVD to Blu-ray? And so on. My conclusion is; people in generel did find the looser less useful, no matter how smart they where compared to the winner.

Our job as developers(I assume you are a developer), no matter sort of developer, is to make the life easier for somebody or some, usually in an organization. At least, making life easier a.k.a. creating value, should be rule number one, for every developer.

I believe most developers understand the business domain, for the job they are hired to do, but I don't believe it is enough. By knowing the business domain, a smart solution can be developed, but is it useful? And what are the difference of smart and useful? I can state it, by making an example of financial data which need to be presented for a CEO.

Let's say the financial data is produced with the finest practices. The code behind is clean code, full maintainable and maybe even very innovative so the data can be produced in half the time as normal. The numbers are spot on error free. The data is presented in XML, so everybody with an understanding of XSLT, can transform it any way the like. It is smart!!! At least from a developer's point of view. But is it useful from a CEO's point of view. I don't think so. For being useful to, the data could have been sent, as an Excel file to the CEO's inbox. Everyone in such position know some degree of Excel, and done completely useful, the CEO should be able to present the report for his peers without further changes. XML and transformation should not be considered CEO knowledge, but Excel could.

My point is, to develop something smart and useful, you should not only know the business domain, you should also know the recipient(s) of your solution.

A good way to know a recipient is to talk with the recipient, and recognise the person's workflow. See if the solution you create, can be easily integrated into the recipient's workflow with little impact as possible, while still solve the recipient's problem and make the life easier for this person. That would be useful. Thing you could consider in advance, could be:


  • If your recipient, are using a coperate computer, then avoid things which means something has to be installed. Sometimes installation of components, is not even possible. Often components often involves regular involvement from support. Try to target you solution to something already on the your recipient(s) computer. E.g. Microsoft office. It will give you less fuzz and frustration.

  • If possible and depending of the type of the recipient, try to push the result of your solution to the recipient. As an example, again consider a report to a CEO. He shouldn't use time on digging out a report from a system you build, it should just be mailed to him. It would fit his busy workflow better. What would be even worse, would be if the system didn't use his OS credentials for logging in as single sign on, but if he had to use a 2nd credentials for this. Then the digging would be much harder. It would have even more negative impact on his workflow.

  • Optimise your result if possible. A report example again, instead of pages full of numbers, try to optimise with graphs in the start of the report. This would point out the important faster. Numbers could be added as appendix if details are needed. Optimise the report, so it is ready for be shown at meetings. CEO it save time, his life is more easy. 

  • Maybe most importantly. As a developer you are often a minority, compared to the number of recipients of your solution. They very seldom have the knowledge and technical insight on your solution as you. They will see your solution from another perspective, and you should respect this and learn from it. It is the key to make your solution more useful.

  • The purpose of education of recipients is to have a win win situation, you have less to do while your recipients would get more value. But educating people is hard, and choose you battles wisely here. E.g. Learning business people reading XML, compared to learning them a new functionality in Excel is tedious. You will often find the urge to learn people something, when they don't have time for it. E.g. When a business man who really need some data, and you have it in XML. The issues here are, his mind is on getting data, not on learning XML, He can't speak XML with his peers, He is not interested in XML at all and so on. On the other, if you extend a tool he already knows or show a feature, so you can provide him silent with XML. Then he would properly be more keen to learn about the tool, and then the education would both help you and him.  
It was few example, but is easy to come up with more.

My examples has primarily been with reporting, but this can be transferred to what ever. The golden rule is basically to know you audience and their habits. 

Thursday, October 2, 2014

SQL Server, SSIS or SSAS: Fastest and easiest way to create a time dimension

Level: 2 where 1 is noob and 5 is totally awesome
System: SQL Server 2005 and above

One of the most vital components of a dataware house, is the time dimension. It also seems to be the part which people to have most difficulties to generate. I seen all from black magic in MS Excel to big complex SQL scripts and even fancy SSIS solutions, just to generate time dimensions.

I do believe, I have found a better solution.

My solution is this script, I have written(inspired from a script I did found on Stack Overflow). You set a start and end date, plus the granularity. My recommendation is to generate times for at least a decade. A decade with the granularity of one hour, takes less than 5 Mb of data storage and 87601 records with this script as default. A decade is generated in a few seconds.


 DECLARE @StartDate DATETIME = '2010-01-01';   
 DECLARE @EndDate DATETIME = '2019-12-31';   
   
 WITH DateTimeGenerator AS  
 (  
  SELECT @StartDate AS DateAndTime  
  UNION ALL  
  SELECT DATEADD(HOUR, 1, DateAndTime) -- Change datepart to ajust granularity, see http://msdn.microsoft.com/en-us/library/ms186819.aspx for more  
  FROM  DateTimeGenerator    
  WHERE  DateAndTime + 1 < @EndDate  
 )  
 SELECT ROW_NUMBER() OVER (ORDER BY DateAndTime) As Id,   
 DateAndTime,   
 DATEPART(HOUR, DateAndTime) AS [Hour],  
 DATEPART(DAY, DateAndTime) AS [Day],  
 DATEPART(WEEK, DateAndTime) AS [Week],  
 DATEPART(MONTH, DateAndTime) AS [Month],  
 DATEPART(QUARTER, DateAndTime) AS [Quarter],  
 DATEPART(Year, DateAndTime) AS [Year]  
 INTO DimTime  
 FROM  DateTimeGenerator  
 OPTION (MAXRECURSION 0)  

Enjoy

Tuesday, June 24, 2014

SQL 2014: Getting started with OLTP, OLAP, SSIS, SSAS and SSRS

As passionate developer, I come in touch with many technologies, but only a few of them has been so tough to crack as SSAS and SSRS. While learning SSIS, I felt i was learning a lot about datawarehousing, and I couldn't really imagine there could be more to it. At the same time I knew there must be more to it, as SSAS and SSRS was a part of the SQL Server suite.

Now I know that SSIS, SSAS and SSRS can be translated to data gathering, data modelling and data visualisation.

And I have written this post to give a swift explenation of SSIS, SSAS and SSRS so it might be easier for you to get started.

My dream database setup 


Starting with a greenfield project, is often difficult. There no experiences and no knowledge, thereby there is paved no road, to go by when developing the system. In my opinion, the 1st mistake which the most make at this point, is to put it all data in same database. This leads to a monolith system, which is hard to maintain and expand. The 2nd mistake is not to divide the database setup in OLTP and OLAP. This lead to analysis with heavy querying in production and passive historic data also stored in production.

OLTP is an acronym for Online Transaction Processing. In other words, it is the database, which is in the line of business. You can also call it, the database with live data. In my dream setup for at system, i would have a bunch micro services, all supported by their own database. Not necessarily relational databases, I would have the database which fitted the job best. The data in these databases, would be on a journey, which ended in a OLAP system. This journey could span from instant to the lifetime of the system.

OLAP is an acronym for Online analytical Processing. OLAP is almost always, analysed for financial reasons, and therefor it should be the last stop for data. It must not return to OLTP, because it would mean, that history could be re-written which is a problem when it comes to finance.

The process of getting data from OLTP to OLAP, would be data gathering, which is the perfect intro for next topic: SSIS.

SQL Server Integration Services (SSIS)


SSIS has become one of my favourite SQL Server tools. With few drag and drops, it is possible to setup data copy or transformation. Compared to scripting(as a developer I usually prefers scripting), it is so much faster to get something up and running, and also easier to structure. Enough praising.

Referring to OLTP about having several different databases, and SSIS being able to read from different source. It is the perfect tool to support this solution.

DQS (Data Quality Service) and MDS (Master Data Service) are often mention together with SSIS. These tool works only with SQL Server, but if you are all-in with SQL Server these tools are quite good. DQS is for correcting data, as they are gathered. MDS is sort of an authority which distribute a data model through out a system to the connected SQL Server database. It makes sure data integrity is kept.

There is other suppliers of ETL tool for SQL Server, but I only use SSIS.

SQL Server Analysis Services (SSAS)


Even thou data is arranged by stars, and it browsable through excel, it can be better. While a star is easy to imagine, it can be more difficult to imagine an cube, and in the beginning even to realize the difference. A cube is like a dimensional system, as we now it from math. Most of us can imagine 1st, 2nd, 3rd dimensional system. Some of us can even imagine a 4th dimensional system, by collapsing 3 dimensions and add a 4th dimension, so it look 2 dimensional again.

Each dim table in a star, would be a dimension in a cube, but they are still not the same. In principle you could take a star, print out all tables, put the papers on a table and then draw lines for each relation from the dimension tables to the fact table. Where a cube is arranged (as mentioned before) an a virtual dimensional system, it is really not printable, but fast for analysing/browsing.

SSAS Helps you building cubes, so that would be data modelling. It will also assist you to do some data mining. I'll will refrain to speak of data mining with SSAS, because I haven't touch that topic yet.

Working with cubes, is a way in SSAS which called dimensional mode. SSAS has two more modes: PowerPivot and Tabular. It is other ways to model data, and which one is best? It depends. 

But with there is no point in having data modelled, if you can't deliver their information in a readable way.

SQL Server Reporting Services (SSRS)


As you might have guessed SSRS is the visualisation part of the SQL Server suite. There not much to say. It easy to design reports with the editor, you can render reports to various formats and make them available from a reporting server or a share point site.


Take advantages of having SSIS, SSAS and SSRS available


SSIS, SSAS and SSRS are available from SQL Server standard, BI and Enterprise. Not using these tools, when having SQL Server licenses which includes them is as failure. Often have I seen, and have properly in past done myself, custom made reports and based on some analysis directly from the production environment. 

Nobody finds it funny to create custom reports and nobody finds it funny to maintain them. So using SSIS, SSAS and SSRS is a win-win, because it would mean full value from licenses, and developers would use less time on reports and more time on funny stuff.


Getting started 


Getting started with SSAS and SSRS, was a bit hard for me, but fortunately I did stumble in the book: Microsoft SQL Server 2014 Business Intelligence Development: Beginner’s Guide by Raza Red. It is real page turner, which is nice, if you reads a lot of books per year.

It is very comprehensive and filled examples, with good explanations, which I like a lot.

Saturday, April 5, 2014

SQL Server 2014: SQL Server Data Tools(SSDT) and Visual Studio 2013 Challenges in Training Kit 70-463 and in general

Level: 2 where 1 is noob and 5 is totally awesome
System: SQL Server 2014

Notice: I'm using the SQL Server 2014 Developer edition, so if you are using a different edition, things might be different.

Some History


I'm currently studying for the exam 70-463 Implementing a Data Warehouse with Microsoft SQL Server 2012, and I'm using the 70-463 training kit for the exam. I have decided to use SQL Server 2014 for the practical training(regarding to SSDT, I now know it is the best to use SQL Server 2014). It has just been released and regarding to exam 70-463 there is no change. People who took the exam for SQL Server 2012 is also certified for SQL Server 2014. For more see FAQ here at http://www.microsoft.com/learning/en-us/sql-certification.aspx.

When using the training kit, you sooner or later realize, it has become a bit outdated. Which is quite natural, because it was published 25. Dec. 2012, and lot have happened since. There has been new releases and updates of Visual Studio, and we even have a new version of SQL Server. Which, all in all is nice.

The first sign of you might be challenged when using the training kit with SQL Server 2014, is in the beginning. The exam kit provides a list of features you have to install, and last on this list is SQL Server Data Tools, also known as SSDT. As you might discover, this feature is not shipped with SQL Server 2014, and it is the most important component for SSIS and the exam 70-463.

SSDT is a Visual Studio plugin, for developing SQL Server Integration Service(SSIS) packages. SSDT is a replacement from Business Intelligence Development Studio, also known as BIDS.Among things, SSDT delivers SSIS packages templates to Visual Studio. SSIS 2012 depends on Visual Studio 2010, Like SSIS 2014 does, but SQL Server 2012 installs the Visual Studio 2010 IDE if none is present. SQL Server 2014 has failed to do so, everytime I have tried to install it. If there is no SSDT in the SQL Server 2014 installation, it might make sense. Also it is okay, because I prefers to use Visual Studio 2013, and if you are a developer like me, I guess you prefer the same.

And Now the Tricky Part


I discovered Microsoft had developed SSDT (SSDT-BI which it is called now) for Visual Studio 2012, it the most easy package to find, and I thought it was the latest. I installed it, and was hit hard in chapter 3 of the training kit 70-463. Because I has installed SSDT-BI 2012 for Visual Studio 2012.

The problem was I have created a SSIS package with the SQL Server Import and Export tool, the version which comes with SQL Server 2014. It stores it SSIS Packages in the SSIS Package format version 8, while the SSDT 2012 stores in the SSIS Package format version 6. The SSIS Package format is apparently not forward compatible. 

The pain I experienced, in chapter 3 of the training kit, was I had to create a package with the SQL Server Import and Export tool (version 2014 in my case) and add it to a SSIS Project created with SSDT 2012. The because the version numbers didn't match, result was this:



Fortunately I succeeded to find SSDT-BI 2014 well hidden at 

It saves SSIS Packages in SSIS Package format version 8, like the rest of the SQL Server 2014 Suite, plus it works with Visual Studio 2013. I'll expect it will work it with the rest of the training kit 70-463, or else I'll provide a solution on this blog. As bonus info, you have to select "Perform a new installation of SQL Server 2014", or you will get some kind of architecture error. Despite the option name, it only installs SSTD-BI 2014.


Enjoy




 

Tuesday, March 18, 2014

Migrating from HaveBox 1.6.1 to 2.0.0

It's here, the lastest version of HaveBox. HaveBox 2.0.0. A bump in the major vision number means there are some breaking changes, when migrating from a prior version of HaveBox.

The breaking changes was needed, to get HaveBox in the direction I wanted. My goal is still to keep HaveBox simple, it doesn't mean less features in the future, but on the other hand I will not bloat HaveBox with features. HaveBox 2.0.0 now consist of a core with the basic features build in. Auxiliary features like scanners, config injection or xml configuration, will be added via sub-configs. Sub-config is the key word to extend HaveBox from now on. It should now be possible for everybody, to write a sub-config to customize HaveBox.

The Breaking Changes


Scanners

I have removed the scanner concept from config. I deprecated scanners in version 1.6.0, and from now on, scanner has to be defined sub-configs. HaveBox still comes with a scanner called SimpleScanner, but now it is a sub-config which have to be merged in to the config. See more in the documentation: HaveBox Scanners

Config injection

Config injection has to be enabled by merging in the Config Injection sub-config into the config.  See more in the documentation: Config Injection

Spawning Child Containers

The Spawn methods has been removed. Now you have to configure the life-time, of the singletons in the config section and call CreateChildContainer to create a child container. In this way, it is possible to combine the functionality of the spawn methods. See more in the documentation: Custom life-times

The New Features


TryGetInstance

It now possible to try-getting an instance. It is the same try-get functionality known from the rest of the .NET frameworks. If it succeeds the method returns true, and there will be an instance in the out parameter, else it return false, and there will be NULL in the out parameter.

How About Performance?


HaveBox 2.0.0 has also been optimized for performance. The ilasm has been cleaned and reduced, plus I have written a hashtable to replace Dictionary. The new hashtable is almost twice as fast compared to Dictionary(which also is a hashtable, but less optimal written, check the .NET reference sources.).

The concept app, is showing some nice improvement in performance, but I urge you download HaveBox and do your own testing.

That's all for now


HaveBox 2.0.0 can be downloaded from Nuget: http://www.nuget.org/packages/HaveBox/
The project page: https://bitbucket.org/Have/havebox/downloads

And don't forget to checkout HaveBoxJSON and HaveBoxStates.

Enjoy

Wednesday, February 19, 2014

C#: Speeding up Dictionary

Level: 2 where 1 is noob and 5 is totally awesome
System: C# on .NET

I like micro optimizing, I find it very funny, relaxing and I learn a lot while doing it. When working on HaveBox, I sometimes discover odd things, which can add performance to HaveBox. Most of the work on HaveBox is micro optimization, which is often expensive and not worth the effort in larger system. But some days ago, when I worked on HaveBox, I did stumble onto something regarding the Dictionary class. It is still micro optimization, but it is so simple and cheap, it might be interesting for other than me.

My Discovery was


When trying to get a value from a key in a Dictionary, the Dictionary class is using a comparer class, to compare the given key with the keys in the dictionary. When instantiating a Dictionary class with the default constructor, The Dictionary class is using the EqualityComparer class as default comparer class. The EqualityComparer class is designed to handle general situations, and is used in other contexts than Dictionary, so it have null checks. These null checks can slow down the Dictionary.

The Trick


As you might have guess, the trick is to write you own comparer, which is amazingly simple. It is inheriting the interface IEqualityComparer, implement the 2 method and then inject it into the Dictionary contructor. Like:

1:  using System;  
2:  using System.Collections.Generic;  
3:  using System.Diagnostics;  
4:    
5:  namespace DictionaryPerformance  
6:  {  
7:    public class Program  
8:    {  
9:      public class DIYCompare : IEqualityComparer<string>  
10:      {  
11:        public bool Equals(string x, string y)  
12:        {  
13:          return x == y;  
14:        }  
15:    
16:        public int GetHashCode(string obj)  
17:        {  
18:          return obj.GetHashCode();  
19:        }  
20:      }  
21:    
22:      static void Main(string[] args)  
23:      {  
24:        IDictionary<string, string> strings = new Dictionary<string, string>();  
25:        IDictionary<string, string> stringsWithDIYCompare = new Dictionary<string, string>(new DIYCompare());  
26:    
27:        for(var i = 0; i < 1000; i++)  
28:        {  
29:          strings.Add("Ipsum " + i, "Not important");  
30:          stringsWithDIYCompare.Add("Ipsum " + i, "Not important");  
31:        }  
32:    
33:        var stopwatch = new Stopwatch();  
34:    
35:        Console.WriteLine("@Intel I5-3337");  
36:    
37:        string tempStr = "";  
38:    
39:        stopwatch.Restart();  
40:        for (var i = 0; i < 1000000; i++)  
41:        {  
42:          strings.TryGetValue("Ipsum 999", out tempStr);  
43:        }  
44:        stopwatch.Stop();  
45:    
46:        Console.WriteLine("Fetched 1 of 1000 elements 1.000.000 times with default comparer and TryGet : {0} ms", stopwatch.ElapsedMilliseconds);  
47:    
48:        stopwatch.Restart();  
49:        for (var i = 0; i < 1000000; i++)  
50:        {  
51:          stringsWithDIYCompare.TryGetValue("Ipsum 999", out tempStr);  
52:        }  
53:        stopwatch.Stop();  
54:    
55:        Console.WriteLine("Fetched 1 of 1000 elements 1.000.000 times with DIY comparer and TryGet : {0} ms", stopwatch.ElapsedMilliseconds);  
56:      }  
57:    }  
58:  }  
59:    

The Numbers


 @Intel I5-3337  
 Fetched 1 of 1000 elements 1.000.000 times with default comparer and TryGet : 56  
  ms  
 Fetched 1 of 1000 elements 1.000.000 times with DIY comparer and TryGet : 49 ms  
 Press any key to continue . . .  

That's all.

Friday, February 14, 2014

Introducing HaveBoxStates. The .NET framework for better flows in your code

Level: 3 where 1 is noob and 5 is totally awesome
System: C# on .NET

Does this looks familiar?
You sketch a program, e.g. a games, like this:


And the implementation ended up, looking like this:


Often it is quite easy to draw a flow of a program or a part of it, but expressing it in code turns out to be hard. This is here where HaveBoxStates comes in. The purpose with HaveBoxStates, is to make it easy to express flows in code, just as we draw them,

HaveBoxStates 

HaveBoxStates is a statemachine/flow engine, to express flows in code. It is very flex and lightweight, and very easy to use. People who has worked with state machines before, might find HaveBoxStates a bit unusual, because the state machine/flow is not defined/configured before use. Even thou it doesn't have strictness predefined in a model, it still as strict. Trying to enter an invalid state would blow up the machine, just as if it was predefined in a model.

Best pratices 

The most important thing I can come up with is, you should always constructor dependency inject your logic into the states. HaveBoxStates comes with HaveBox out of the box, but through a ContainerAdaptor, you can use any container.

How to use it

The following examples are taken from the concept app. So if something needs to be elaborated, you can get the full picture there. Questions in comments is also okay :-). Notice the dependency injection in the PlayGame state.

Here is how to use it:

You draw a flow. It could be this flow:


For each state, you creates a class like this(in separated files, of course):


 using GameStateMachineConcept.Dtos;  
 using GameStateMachineConcept.Dtos;  
 using GameStateMachineConcept.GameEngine;  
 using HaveBoxStates;  
   
 public class Init : IState  
 {  
      public void ExecuteState(IStateMachine statemachine)  
      {  
           statemachine.SetNextStateTo<PlayGame>(new PlayerContext{ Points = 0, Lives = 3, });  
      }  
 }  
   
   
 public class PlayGame : IState  
 {  
      private IGameEngine _gameEngine;  
   
      public PlayGame(IGameEngine gameEngine)  
      {  
           _gameEngine = gameEngine;  
      }  
   
      public void ExecuteState(IStateMachine statemachine, PlayerContext playerContext)  
      {  
           var gameContext = new GameContext { PlayerContext = playerContext, GainedPoints = 0, };  
   
           _gameEngine.Play(gameContext);  
   
           statemachine.SetNextStateTo<Scores>(gameContext);  
      }  
 }  
   
   
 public class Scores : IState  
 {  
      public void ExecuteState(IStateMachine statemachine, GameContext GameContext)  
      {  
           GameContext.PlayerContext.Points += GameContext.GainedPoints;  
   
           if (GameContext.PlayerContext.Lives == 0)  
           {  
                statemachine.SetNextStateTo<Stop>();  
           }  
           else  
           {  
                statemachine.SetNextStateTo<PlayGame>(GameContext.PlayerContext);  
           }  
      }  
 }  
   

Each state must implement an ExecuteState of one of the following signatures:

public void ExecuteState(IStateMachine statemachine)

or

public void ExecuteState(IStateMachine statemachine, <any type> <any name>)

<any type> can be any reference type and <any name> can be any name. The second parameter, is for  DTOs and transferring data between the states. HaveBoxStates automatically cast data to right type, before calling the ExecuteState method.  You just have to give the type of the DTO, forget about casting and just use it.

Because the DTO type can be of any type, and we are not using generics. IState do not enforce implementing of the ExecuteStates, so you have to remember it or else you will get a runtime exception.

The Stop state

HaveBoxStates have one builtin state. The Stop state. If the state machine needs stop, go to the Stop state.

Wrapping it up


Setting up and starting a state machine is also quite easy. Register all states with their dependencies in a container and then instantiate a state machine with the container. Notice, do not register states to IState.

 using GameStateMachineConcept.GameEngine;  
 using GameStateMachineConcept.States;  
 using HaveBox;  
 using HaveBoxStates;  
 using HaveBoxStates.ContainerAdaptors;  
 using System;  
 using System.Collections.Generic;  
   
 namespace GameStateMachineConcept  
 {  
   public class Program  
   {  
     static void Main(string[] args)  
     {  
       var container = new Container();  
       container.Configure(config =>  
       {  
         config.For<IGameEngine>().Use<GameEngine.GameEngine>();  
         config.For<Init>().Use<Init>();  
         config.For<PlayGame>().Use<PlayGame>();  
         config.For<Scores>().Use<Scores>();  
       });  
   
       var stateMachine = new StateMachine(new HaveBoxAdaptor(container));  
       stateMachine.StartStateMachinesAtState<Init>();  
     }  
   }  
 }  
   

That is all :-)