DWH Team

An Introduction to Database Concepts

DATABASEDATABASE DBMS & RDBMSDBMS & RDBMS DATABASE MODELSDATABASE MODELS DATABASE OBJECTSDATABASE OBJECTS NORMALIZATIONNORMALIZATION SQL COMMANDS & FUNCTIONSSQL COMMANDS & FUNCTIONS JOINSJOINS

Topics Covered…

DWH Team

Database

• A database is a structured collection of records or data that is stored in a computer system so that a computer program or person can easily retrieve and manipulate the data using a query language.

DWH Team

Database Management System[DBMS]

• A database management system (DBMS) is computer software designed for creating and maintaining databases and allows users to

retrieve information from that database.

MSAccess, Foxpro,DBase

DWH Team

Relational Database Management System[RDBMS]

• A type of DBMS in which the database is organized and accessed according to the relationships between data values. It is based on the relational model.

DWH Team

•Oracle, DB2, MS SQL Server,Teradata

Database Model

• A database model is a theory or specification describing how a database is structured and used.

Three types of Data models are…

Hierarchical Model Network model

Relational Model

DWH Team

Hierarchical Model

• Hierarchical data model organizes data in a tree structure,hierarchy is of parent and child data segments.hierarchical model structures data as a tree of records, with each record having one parent record and many children

DWH Team

Network Data Model

• Network data model organize data as a network and the network model allows each record to have multiple parent and child records.

DWH Team

Relational Data Model

• A relational database allows the definition of data structures, storage and retrieval operations and integrity constraints. In such a database the data and relations between them are organised in tables.

DWH Team

Database Objects

Table Table is a database object or structure where the

data is stored.A table will contains rows and columns. A row in a table is called 'tuple' and the column in the table is called 'Attribute'.

View• A view is a virtual, dynamic or logical table

computed or collated from data in the database.• Changing the data in a table alters the data shown

in the view.

DWH Team

Database Objects

Stored Procedure A stored procedure is a subroutine available to

applications accessing a relational database system. Stored procedures are actually stored in the database.

Trigger A database trigger is procedural code that is

automatically executed in response to certain events on a particular table in a database. Triggers can restrict access to specific data, perform logging, or audit data modifications.

DWH Team

Database Objects

• Index

A database index is a data structure that improves the speed of operations in a table.Indexes can be created using one or more columns.The disk space required to store the index is typically less than the storage of the table , or audit data modifications.

Types of Index are Unique Index Non-unique Index

DWH Team

Keys in a table

Primary Key • It is a unique and non-nullable attribute of the table• The primary key of a relational table uniquely

identifies each record in the table.

Foreign key• It is a field in a relational table that matches the

primary key column of another table. • Foreign key is used to establish and enforce a link

between the data in two tables.

DWH Team

Keys in a table

Candidate Keys• A key that uniquely identifies rows in a table. Any of

the identified candidate keys can be used as the table's primary key.

Super Key • A Candidate Key as a Super Key that contains only

the minimum number of columns necessary to determine uniqueness.

DWH Team

Database Normalization

It is a technique for designing relational database tables to minimize duplication of information.

The goals of normalization are,

Eliminating redundant data

Ensuring data dependencies make sense

DWH Team

Database Normalization

Types of Normalization are

1st Normal form

2nd Normal form

3rd Normal form

Boyce-Codd Normal Form

4th Normal form

5th Normal form

DWH Team

Database Normalization

1st Normal form

A relation to be in 1NF, each column must contain only a single value and each row must contain the same columns.

2nd Normal form

In order to be in Second Normal Form, a relation must first fulfill the requirements to be in First Normal Form. Additionally, each nonkey attribute in the relation must be functionally dependent upon the primary key.

DWH Team

Database Normalization

3rd Normal form

In order to be in Third Normal Form, a relation must first fulfill the requirements to be in Second Normal Form. Additionally, all attributes that are not dependent upon the primary key must be eliminated.

Boyce-Codd Normal Form

A relation is in Boyce-Codd Normal Form (BCNF) if every determinant is a candidate key.

DWH Team

Database Normalization

4th Normal form

To be in Fourth Normal Form, a relation must first be in Boyce-Codd Normal Form. Additionally, a given relation may not contain more than one multivalued dependency.

5th Normal form

A 4NF table is said to be in the 5NF if and only if every join dependency in it is implied by the candidate keys.

DWH Team

Structured Query Language[SQL]

SQL is an ANSI standard computer language for accessing and manipulating Database systems.

Data Definition Language[DDL] Data Manipulation Language[DML] Data Control Language [DCL] Transaction Control Language[TCL]

DWH Team

Data Definition Language [DDL]

SQL statements that can be used either interactively or within programming language source code to define databases and their components.

DDL commands are …

CREATE -Create tables ALTER -Changing the table definition DROP -Drop tables RENAME -Renaming table TRUNCATE -Deletes the data

DWH Team

Data Manipulation Language [DML]

SQL statements that can be used to manipulate the data in a relational table. It includes …

SELECT - extracts data from a database table

UPDATE - updates data in a database table DELETE - deletes data from a database table INSERT INTO - inserts new data into a database table

DWH Team

Data Control Language[DCL]

SQL statements that can be used for control access to data in a database. It includes…

GRANT -to allow specified users to perform specified tasks.

REVOKE- to cancel previously granted or denied permissions

DWH Team

Transaction Control Language[TCL]

SQL statements that can be used for used to control transactional processing in a database

COMMIT -to apply the transaction. ROLLBACK -to undo all changes of a transaction

DWH Team

Select Options…

where -it is used to apply condition on queries

group by - we can use the GROUP BY clause to divide the rows in a table into groups, to return summary information for each group.

having -it is used in combination with the GROUP BY clause. It can be used in a SELECT statement to filter the records that a GROUP BY returns.

order by -It allows to specify the order in which rows appear in the Result.

DWH Team

Functions in SQL

Important types of functions… String Functions Conversion Functions Mathematical Functions Date Functions

The syntax for built-in SQL functions is,

SELECT function(column) FROM table

DWH Team

String Functions

The string functions allows to manipulate strings

Some String functions are…

length - Length of the specified string. concat - Concatenate two strings together. substr -Used to extract a substring from a string upper - Converts all letters uppercase trim - Removes all specified characters either from the

beginning or the ending of a string

DWH Team

Conversion Functions

Conversion functions are used to convert the datatype.Some Conversion functions are…

Cast -converts one datatype to another. to_char -converts a number or date to a string to_date -converts a string to a date. to_number-converts a string to a number. to_lob -converts LONG or LONG RAW values to LOB

values. Convert -converts a string from one character set to

another

DWH Team

Aggregation Functions

Aggregate functions operate against a collection of values, but return a single value. Some Aggregation functions are…

avg(column) -Returns the average value of a column count(column) -Returns the number of rows max(column) - Returns the highest value of a column first(column) -Returns the value of the first record in a

specified field sum(column) - Returns the total sum of a column

DWH Team

Date Functions

Date functions used to manipulate date & time values.

Some Date functions are…

current_date -returns the current date last_day -returnsthe last day of the month based

on a date value next_day -returns the first weekday to_date -converts a string to a date Round - returns a date rounded to a specific unit

of measure

DWH Team

rowid -it is a pseudo column that uniquely identifies a row within a table, but not within a database.

rownum -For each row returned by a query, the ROWNUM pseudocolumn returns a number indicating the order in which Oracle selects the row from a table.

coalesce function -the coalesce function returns the first non-null expression in the list. If all expressions evaluate to null, then the coalesce function will return null.

sample -sample in queries used for getting sample output.

DWH Team

Some other Commands / Functions

Set Operations in Database

Union : the UNION operator combines the results of two SQL queries into a single table of all matching rows. The two queries must have the same number of columns and compatible data types in order to join them. Any duplicate records are automatically removed unless UNION ALL is used.

Intersect: SQL INTERSECT operator takes the results of two queries and returns only rows that appear in both result sets.

Except : The SQL EXCEPT operator takes the distinct rows of one query and returns the rows that do not appear in a second result set.

DWH Team

Joins

A JOIN clause in SQL combines records from two tables in a relational database and results in a new (temporary) table, also called a "joined table".

Structured Query Language specifies two types of joins: Inner join and Outer join

DWH Team

Inner Joins

INNER JOIN returns all rows from both tables where there is a match.

Inner join is subdivided into three types

Equi-join

Natural join

Cross join

DWH Team

Inner Joins

Equi-join : The type of Join which links the columns of two tables using an equal relationship.

Natural join: An inner join in which redundant columns are eliminated.

Cross join : A cross join (or Cartesian Product join) will return a result table where each row from the first table is combined with each row from the second table. The number of rows in the result table is the product of the number of rows in each table

DWH Team

Outer Joins

A Join operation in which all source records are included in the result, even those that don't satisfy the join condition

The Outer joins subdivided in to

Left outer join

Right outer join

Full outer join

DWH Team

Outer Joins

Left outer join : The resultant table will contain all the records from the first table plus the records from second table which satisfying the join condition.

Right outer join : The resultant table will contain all the records from the second table plus the records from first table which satisfying the join condition

Full outer join : A full outer join combines the results of both left and right outer joins. The joined table will contain all records from both tables

DWH Team

Joins Diagrams

DWH Team

DWH Team