Data Vs Information - LPU GUIDEData Vs Information Data –is collection of raw facts and figures....
Transcript of Data Vs Information - LPU GUIDEData Vs Information Data –is collection of raw facts and figures....
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Data Vs Information
Data – is collection of raw facts and figures.
Information – processes form of data. Info-qualities-
Accurate
Reliable
Timeliness
To the point
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Data Base
Collection of data elements.
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Database Management System
Collection of interrelated data. With set of programs to access the data.
DBMS provides an environment that is both convenient and efficient to use.
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Database Applications:
Banking: all transactions
Airlines: reservations, schedules
Universities: registration, grades
Sales: customers, products, purchases
Manufacturing: production, inventory, orders, supply chain
Human resources: employee records, salaries, tax deductions
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Purpose of Database System
In the early days, database applications were built on top of file systems
Drawbacks of using file systems to store data:
Data redundancy and inconsistency
Multiple file formats, duplication of information in different files
Difficulty in accessing data
Need to write a new program to carry out each new task
Data isolation — multiple files and formats
Integrity problems
Integrity constraints (e.g. account balance > 0) become part of program code
Hard to add new constraints or change existing ones
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Drawbacks of using file systems (cont.)
Atomicity of updates
Failures may leave database in an inconsistent state with partial updates carried out
E.g. transfer of funds from one account to another should either complete or not happen at all
Concurrent access by multiple users
Concurrent accessed needed for performance
Uncontrolled concurrent accesses can lead to inconsistencies
E.g. two people reading a balance and updating it at the same time
Security problems
Database systems offer solutions to all the above problems
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Disadvantages of DBMS
Numbers of problems are associating with centralized data.
Cost of hardware and software
Complexity of backup and recovery mechanism.
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Types of Data Bases
Data base can be classified
on the basis of
Number of users
Data base location
Expected types
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Single user data base
Multiple users data base
Centralized data base
Distributed data base
Parallel system
Shared memory
Shared disk
Shared nothing
Operational data base
Data where house
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Levels of Abstraction
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Instances and Schemas Schema – the logical structure of the database
Analogous to type information of a variable in a program
Physical schema: database design at the physical level
Logical schema: database design at the logical level
Instance – the actual content of the database at a particular point in time Analogous to the value of a variable
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Physical Data Independence
Physical Data Independence – the ability to modify the physical schema without changing the logical schema
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View of Data
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Data Models
A collection of tools for describing data data relationships data semantics data constraints
Entity-Relationship model
Relational model
Other models:
Object-oriented model Semi-structured data models Older models: network model and hierarchical model
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Entity-Relationship Model
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Entity Relationship Model (Cont.)
E-R model of real world
Entities (objects)
E.g. customers, accounts, bank branch
Relationships between entities
E.g. Account A-101 is held by customer Johnson
Relationship set depositor associates customers with accounts
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Relational Model
customer-name
Customer-idcustomer-street
customer-city
account-number
Johnson
Smith
Johnson
Jones
Smith
192-83-7465
019-28-3746
192-83-7465
321-12-3123
019-28-3746
Alma
North
Alma
Main
North
Palo Alto
Rye
Palo Alto
Harrison
Rye
A-101
A-215
A-201
A-217
A-201
Attributes
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A Sample Relational Database
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Database Language Structured Query Language (SQL)
SQL, which is an abbreviation for Structured Query Language, is a language to request data from a database, to add, update, or remove data within a database, or to manipulate the metadata of the database.
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Data Manipulation Language (DML)
INSERT - Used to create a record.
UPDATE - Used to change certain records.
DELETE - Used to delete certain records.
SELECT - Used to retrieve certain records from one or more tables
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Data Definition Language (DDL)
CREATE - Used to create a new table, a view of a table, or other object in database.
ALTER - Used to modify an existing database object, such as a table.
DROP - Used to delete an entire table, a view of a table or other object in the database.
Data Control Language (DCL)
GRANT - Used to give a privilege to someone.
REVOKE - Used to take back privileges granted to someone.
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Database Users Users are differentiated by the way they expect to interact with the system
Application programmers – interact with system through DML calls
Sophisticated users – form requests in a database query language
Specialized users – write specialized database applications that do not fit into the traditional data processing framework
Naïve users – invoke one of the permanent application programs that have been written previously
E.g. people accessing database over the web, bank tellers, clerical staff
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Database Administrator Coordinates all the activities of the database system.
Database administrator's duties include:
Schema definition
Storage structure and access method definition
Schema and physical organization modification
Granting user authority to access the database
Specifying integrity constraints
Monitoring performance and responding to changes in requirements
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Transaction Management
A transaction is a collection of operations that performs a single logical function in a database application
Transaction-management component ensures that the database remains in a consistent (correct) state despite system failures (e.g., power failures and operating system crashes) and transaction failures.
Concurrency-control manager controls the interaction among the concurrent transactions, to ensure the consistency of the database.
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Storage Management
Storage manager is a program module that provides the interface between the low-level data stored in the database and the application programs and queries submitted to the system.
The storage manager is responsible to the following tasks:
interaction with the file manager
efficient storing, retrieving and updating of data
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Overall System Structure