Author : Gopal Krishna Ranjan

Gopal Krishna Ranjan

About Gopal Krishna Ranjan

I am Gopal Krishna Ranjan, having 6+ years of industry experience in Software development using Microsoft technologies. I have a head down experience in Database development, performance tuning in SQL Server, T-SQL optimization, BI (Business Intelligence) project implementation, reporting in SSRS, using SSIS for ETL, implementing multi dimensional and tabular data-warehouse in SSAS, querying cubes using MDX and DAX, Windows and Web Applications development with C#.

Temporal Table in SQL Server 1

In this post we are going to discuss “Temporal Table”, a new feature introduced in SQL Server 2016. Lets start this post “Temporal Table in SQL Server” with the definition of temporal table.

Temporal Table facilitates inbuilt support for data change tracing along with the time period in a table. It holds the current as well as historical data to determine the values of a record at any given period of time. Temporal table uses a pair of tables; current table and an associated history table, to store current and historical data respectively. It uses two system columns of data type datetime2 to record start time and end time in both tables (current and history) to enable record versioning.

We can easily manage the data change history in a table using temporal tables which was a bit cumbersome and manual task in the previous versions of Microsoft SQL Server. Temporal … More

SELECT Statement

Now that we have been familiar with Create, Alter and Drop – Database and Table, it is time to be familiar with T-SQL statements. Let’s start this chapter with the definition of T-SQL followed by a detailed discussion on T-SQL’s SELECT statement.

Transact SQL (T-SQL)

Transact SQL (T-SQL) is a proprietary extension of SQL (structured Query Language) by Microsoft and Sybase to communicate with Microsoft SQL Server. T-SQL has support for procedural programming using control flow (if-else, Case), loop (while), cursor, recursion and local variable, etc. It has many inbuilt functions to support string operation, date and time processing, mathematical calculation, aggregate processing and many more.

In short, T-SQL is capable to deal all kinds of SQL Server requirements like; creating database, adding tables, creating relationship, constraints, managing users and roles, creating a backup, restore database etc.

T-SQL Statements

T-SQL Statements are the basic constructs of T-SQL Programming … More

Get hierarchical data in order 2

In this post, we are going to learn how we can get hierarchical data in order. We are dealing with a user defined hierarchical data which can have “n” number of siblings and their siblings can also have “n” number of siblings in turn.

For demo purpose, we have a Product_Master table, in which a product can be marked as a parent of another product, and that child product can also be marked as a parent of another product, such kind of hierarchy is known as user defined hierarchy. As any product can be marked as another product’s parent, we can have any number of nested products in the hierarchy. We have to retrieve all these products with their associated parent in ordered way.

Ordered hierarchical data from above user defined hierarchy, can be achieved with a recursive common table expression (CTE) or using a loop. We … More

Role playing dimension

We have explored Junk dimension and Degenerate dimension in previous posts, now we are going to discuss Role playing dimension in this post. Lets start with the definition followed by an example.

Role playing dimension

A fact table keeps the facts of a business process. It is built of two types of columns: measure columns and dimension key columns. Measure are the quantitative business data about the business process and dimension keys reference to the dimension tables which hold the textual attributes of the business process.

Typically a dimension key column of a fact table refers a dimension table but its also very common where multiple columns of a fact table refer to a single dimension table. When a single dimension table is linked from multiple dimension key columns of a fact table, that dimension table is known as role playing dimension. As multiple columns of a fact table … More

Degenerate dimension

We have discussed the use of junk dimensions in data modelling and in this post we are going to explore Degenerate dimension. Lets start with the definition.

Degenerate Dimension

A high cardinality attribute column in the fact table which does not have any other content except its natural key and is required as a dimension for analysis or drill-down purpose, is called a degenerate dimension. As this degenerate dimension is constructed from a fact table item and is placed in the fact table, it is also known as fact dimension. It helps to reduce duplicate data by placing high cardinality dimension key in the fact table.

Degenerate dimension keys are significantly unique and are nearly as large as fact table. Moving this attribute in a single column dimension table requires a considerably large dimension table, and you would also need to join the surrogate key of the fact … More

Create, Alter and Drop – Database and Table

Now that you are familiar with database concepts and SQL Server Management Studio, it is time to begin our journey with T-SQL programming. In my opinion, to shine as a good T-SQL programmer, one must have a good understanding of T-SQL concepts and its capability.

In this chapter “Create, Alter and Drop – Database and Table”, we are going to learn, how we can create, alter and drop a database and table. We would also explore how to add columns to an existing table, change column definition and delete column from the table.

Below is the abstract of this chapter:

  1. {CREATE | ALTER | DROP} DATABASE – Used to create / alter / delete a database respectively.
  2. {CREATE | ALTER | DROP} TABLE – Used to add / modify / remove table in a database respectively.




We … More

Junk dimension 4

What is a Junk Dimension? Have you ever come across a scenario where many small dimension tables connect (using foreign key) to the fact table? In data warehouse, we have two types of tables, Fact and Dimension. Fact table contains business facts as measures and references to the dimension tables. Dimension tables have attributes which contains textual information of business facts and are used to filter and label the data.

Typically, fact tables are deeper whereas dimension tables are wider. Sometimes it happens that we have many narrow and low cardinality (low cardinality : few number of rows in the table) dimensions in the system; like flags and indicators. To keep all these information in fact table, we need to connect all these dimension tables (available in system or created from flag and indicator attributes) with fact table. Connecting all these small dimension tables converts fact table in … More

Exploring SQL Server Management Studio

In this SQL Server Tutorial, we have gone through DBMS, RDBMS and SQL ServerTable RelationshipsData IntegrityTypes of keys and Database normalization chapters. Now that we have a good understanding of database concepts, it is time to put our feet in T-SQL.

Before we begin our journey with T-SQL (MS SQL Server programming language) we need to be familiar with SQL Server Management Studio, also known as SSMS, an application software developed by Microsoft, to manage, configure and administer Microsoft SQL Server and all its components like Database Engine, Analysis services, Integration Services, Reporting Services etc. SQL Server Management Studio provides a centralized management platform for all kind of SQL related work. We can create a database, add tables, create relationships, constraints, functions, procedures, views, triggers etc. We can also define authorization on objects like who is authorized on which object and for what.

Lets … More

Generate serial number for each consecutive set of numbers 2

In this post, we are going to generate serial number for each consecutive set of numbers in a given column. We have a table tbl_Donation with columns EmpId and DonationYear. For each consecutive set of years of each employee, we need to generate serial numbers. If employee “X” donated in 2006, 2007 and 2008 years consecutively and then in 2010 and 2011, we have to assign 1 for 2005, 2 for 2006, 3 for 2007 followed by 1 for 2010 and 2 for 2011. We need to generate incremental series for each consecutive set of years but as and when a gap occurs between donation years, series has to be restarted with 1.

PARTITION BY clause in a ROW_NUMBER() window function could be able to generate the required output, if we had same number along with donation years for each consecutive set of years for all employees. Initially, we … More

Database normalization

In previous chapter, “Types of keys“, we had a good discussion on keys and their types in SQL Server. In this chapter “Database normalization”, we are going to discuss database normalization process and normal forms. Lets start our discussion with definition of Normalization.


Normalization is a process of minimizing redundant data from database by decomposing the columns of a table into multiple tables. This process increases the number of tables in the database but it minimizes the redundant (duplicate), inaccurate and inconsistent data in database. Decomposed tables are connected using relationships (primary keys and foreign keys) to reduce the insert, update and delete anomalies. During normalization process, database designer decides the actual structure of the tables and their relationships. It is easy to find and fix any design problem at this early stage. During normalization process, we have various normal forms with some conditions. A table … More