Database Design Using The Entity-Relationship Model Hacettepe - PowerPoint PPT Presentation

Database Design Using The Entity-Relationship Model Hacettepe University Computer Engineering Department

Outline 1. Database Design 2. ER Basics: Entities & Relations 3. ER Design considerations 4. Advanced ER Concepts Hacettepe University Computer Engineering Department 2

Design Phases • Initial phase -- characterize fully the data needs of the prospective database users. • Second phase -- choosing a data model • Applying the concepts of the chosen data model • Translating these requirements into a conceptual schema of the database. • A fully developed conceptual schema indicates the functional requirements of the enterprise. • Describe the kinds of operations (or transactions) that will be performed on the data. Hacettepe University Computer Engineering Department

Design Phases (Cont.) • Final Phase -- Moving from an abstract data model to the implementation of the database • Logical Design – Deciding on the database schema. • Database design requires that we find a “good” collection of relation schemas. • Business decision – What attributes should we record in the database? • Computer Science decision – What relation schemas should we have and how should the attributes be distributed among the various relation schemas? • Physical Design – Deciding on the physical layout of the database Hacettepe University Computer Engineering Department

Design Alternatives • In designing a database schema, we must ensure that we avoid two major pitfalls: • Redundancy : a bad design may result in repeat information. • Redundant representation of information may lead to data inconsistency among the various copies of information • Incompleteness : a bad design may make certain aspects of the enterprise difficult or impossible to model. • Avoiding bad designs is not enough. There may be a large number of good designs from which we must choose. Hacettepe University Computer Engineering Department

Design Approaches • Entity Relationship (ER) Model • Models an enterprise as a collection of entities and relationships • Entity: a “thing” or “object” in the enterprise that is distinguishable from other objects • Described by a set of attributes • Relationship: an association among several entities • Represented diagrammatically by an entity-relationship diagram: • Normalization Theory (will be discussed in BBM471) • Formalize what designs are bad, and test for them Hacettepe University Computer Engineering Department

Database Design Process 1. Requirements Analysis 2. Conceptual Design 3. Logical, Physical, Security, etc. This process is ER Mod odel & Dia Diagrams used ed iterated many times name name category price Product Makes Company ER is a visual syntax for DB design which is precis ise en enough for technical points, but abstracted en enough for non-technical people Hacettepe University Computer Engineering Department 7

Interlude: Impact of the ER model • The ER model is one of the most cited articles in Computer Science • “The Entity -Relationship model – toward a unified view of data” Peter Chen, 1976 • Used by companies big and small • You’ll know it soon enough Hacettepe University Computer Engineering Department 8

Entities and Entity Sets • Entities & entity sets are the primitive unit of the ER model • Entities are the individual objects, which are members of entity sets • Ex: A specific person or product Product • Entity sets are the classes or types of objects in our Person model • Ex: Person, Product These represent en entity se sets • These are what is shown in E/R diagrams - as rectangles • Entity sets represent the sets of all possible entities Hacettepe University Computer Engineering Department 9

Entities and Entity Sets • An entity set has attributes • Represented by ovals attached to an entity set Shapes ar are important. Colors ar are not ot. name category price Product Hacettepe University Computer Engineering Department 10

Entities vs. Entity Sets Entities are not ot explicitly Example: represented in ER diagrams! Entity name category price Name : Xbox Entity Name : My Little Pony Doll Category : Total Product Category : Toy Attribute Multimedia System Price : $25 Price : $250 Product Entity Set Hacettepe University Computer Engineering Department 11

Keys • A key is a minimal set of attributes that uniquely identifies an entity. Here, {price, category} is not a key. Denote elements of the primary key by underlining. If it were, what would it mean? name category price Product The ER model forces us to designate a single prim rimary key, though there may be multiple candidate keys Hacettepe University Computer Engineering Department 12

The R in ER: Relationships • A relationship is between two entities name name category price Product Makes Company Hacettepe University Computer Engineering Department 13

name category name price makes Company Product stockprice employs buys Person name ssn address Company makes one product, employs one person. Person buys one product. Hacettepe University Computer Engineering Department 14

What is a Relationship? • A mathematical definition: B= A= 1 a • Let A, B be sets • A={1,2,3}, B={a,b,c,d} b 2 c 3 d Hacettepe University Computer Engineering Department 15

What is a Relationship? • A mathematical definition: B= A= 1 a • Let A, B be sets • A={1,2,3}, B={a,b,c,d} b 2 c • A x B (the cross-product ) is the set of all pairs 3 (a,b) d • A  B = {(1,a), (1,b), (1,c), (1,d), (2,a), (2,b), (2,c), (2,d), (3,a), (3,b), (3,c), (3,d)} Hacettepe University Computer Engineering Department 16

What is a Relationship? • A mathematical definition: B= A= 1 a • Let A, B be sets • A={1,2,3}, B={a,b,c,d}, b 2 c • A x B (the cross-product ) is the set of all pairs (a,b) 3 • A  B = {(1,a), (1,b), (1,c), (1,d), (2,a), (2,b), (2,c), (2,d), d (3,a), (3,b), (3,c), (3,d)} • We define a relationship to be a subset of A x B • R = {(1,a), (2,c), (2,d), (3,b)} Hacettepe University Computer Engineering Department 17

What is a Relationship? • A mathematical definition: • Let A, B be sets B= A= 1 a • A x B (the cross-product ) is the set of all pairs • A relationship is a subset of A x B b 2 c 3 • Makes is relationship- it is a subset of Product  Company : d Product makes Company Hacettepe University Computer Engineering Department 18

What is a Relationship? name name category price Product Makes Company A rela lationship ip between enti tity se sets ts P an and C is a subset of su of al all l po possible le pa pair irs of of en entit ities in in P an and d C , with tuples uniquely identified by P and C’s keys Hacettepe University Computer Engineering Department 19

What is a Relationship? Product Company name category price name Gizmo Electronics $9.99 GizmoWorks GizmoLite Electronics $7.50 GadgetCorp Gadget Toys $5.50 name name category price Product Makes Company A rela lationship ip between enti tity se sets ts P an and C is a su subset of of al all l po possible le pa pair irs of of en entit ities in in P an and d C , with tuples uniquely identified by P and C’s keys Hacettepe University Computer Engineering Department 20

What is a Relationship? Company C × Product P Product Company C.name P.name P.category P.price name category price name GizmoWorks Gizmo Electronics $9.99 Gizmo Electronics $9.99 GizmoWorks GizmoWorks GizmoLite Electronics $7.50 GizmoLite Electronics $7.50 GadgetCorp GizmoWorks Gadget Toys $5.50 Gadget Toys $5.50 GadgetCorp Gizmo Electronics $9.99 GadgetCorp GizmoLite Electronics $7.50 name name category GadgetCorp Gadget Toys $5.50 price Product Makes Company A rela lationship ip between enti tity se sets ts P an and C is a su subset of of al all l po possible le pa pair irs of of en entit ities in in P an and d C , with tuples uniquely identified by P and C’s keys Hacettepe University Computer Engineering Department 21

What is a Relationship? Company C × Product P Product Company C.name P.name P.category P.price name category price name GizmoWorks Gizmo Electronics $9.99 Gizmo Electronics $9.99 GizmoWorks GizmoWorks GizmoLite Electronics $7.50 GizmoLite Electronics $7.50 GadgetCorp GizmoWorks Gadget Toys $5.50 Gadget Toys $5.50 GadgetCorp Gizmo Electronics $9.99 GadgetCorp GizmoLite Electronics $7.50 name name category GadgetCorp Gadget Toys $5.50 price Product Makes Company Makes C.name P.name A rela lationship ip between enti tity se sets ts P an and C is a GizmoWorks Gizmo subset of su of al all l po possible le pa pair irs of of en entit ities in in P an and d C , with GizmoWorks GizmoLite tuples uniquely identified by P and C’s keys GadgetCorp Gadget Hacettepe University Computer Engineering Department 22