Download presentation
Presentation is loading. Please wait.
1
Functional Dependencies and Normalization
2
Normalization Normalization is a formalized procedure to eliminating redundancy from data by the progressive use of ‘non-lose decomposition’, which involves splitting records without losing information. In reducing the data model to the state where each bit of information is only held in one place, the update process is much simpler, more efficient and inconsistencies in the database are impossible. ภายหลังการแยกข้อมูลแล้วไม่มีการ loss information
3
Normalization (cont.) 5NF 4NF 3NF 2NF 1NF Redundancy Redundancy
4
Normalization (cont.) Normalization is based on the idea that an attribute may depend on another attribute in some way. There are 2 different kinds of dependencies involved up to 5 NF Functional dependency Multivalued dependence
5
Functional Dependence
S# CITY P# QTY S1 Khon Kaen P1 100 P2 S2 Saraburii 200 S3 300 S4 Bangkok 400 P4 P5 การขึ้นต่อกันในเชิงของฟังก์ชัน QTY จะขึ้นกับ S# P# S# P# เป็นตัวกำหนด QTY S#,P# QTY QTY is functionally dependent on S#andP# S# and P# are the determinant of QTY
6
Functional Dependence
In a relation including attribute A and B, B is functional dependent on A if, for every valid occurrence, the value A determines the value B An occurrence can not be used to show that a dependency is true, only that it is false A and B can be composite If B is ‘Functional Dependent on’ A, then A ‘is the determinant of B’ All fields are functionally dependent on the primary key – or indeed any candidate key – be definition.
7
First Normal Form A relation is in First Normal form if, and only if, it contains no multi-value or no repeating groups.
8
First NF (cont.) NO Name Province PayDate1 Amount1 PayDate2 Amount2
Somchai Khon Kaen 15/04/2004 5,000.00 30/04/2004 E002 Sompong Sarakham 4,500.00 E003 Somchay Ubon 5,200.00 Repeat
9
Problem Multi-value Staff ENO Name Dno DeptName ProjNo ProjName E001
Somchai D01 Physic P01, P02 NMR, Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P04, P05 Voice ordering, Speech Coding E004 SomSiri P04, P06 Voice ordering, Speech Synthesis Problem Difficult to manipulate data Redundancy UPDATE ANOMALIES
10
Insert P06 Speech Corpus Staff ENO Name Dno DeptName ProjNo ProjName
Somchai D01 Physic P01, P02 NMR, Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P04, P05 Voice ordering, Speech Coding E004 SomSiri P04, P06 Voice ordering, Speech Synthesis We can not insert new project if the project has not assigned to any employee yet.
11
UPDATE ANOMALIES Staff ENO Name Dno DeptName ProjNo ProjName E001
Somchai D01 Physic P01, P02 NMR, Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P04, P05 Voice ordering, Speech Coding E004 SomSiri P04, P06 Voice ordering, Speech Synthesis Change ProjName from Voice Ordering to Speech Ordering need to change all in Database
12
DELETE Problem Staff ENO Name Dno DeptName ProjNo ProjName E001
Somchai D01 Physic P01, P02 NMR, Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P04, P05 Voice ordering, Speech Coding E004 SomSiri P04, P06 Voice ordering, Speech Synthesis Delete Employee E003 Somchay Project P03 Medical Image Processing was deleted also
13
Solution Remove the repeating group In case of multi-valued
Create new relation Columns = Key + multi-valued Take its determinant with it
14
Repeating group Employee ENO Name Province PayDate1 Amount1 PayDate2
Somchai Khon Kaen 15/04/2004 5,000.00 30/04/2004 E002 Sompong Sarakham 4,500.00 E003 Somchay Ubon 5,200.00 Employee PayCheck ENO PayDate Amount E001 15/04/2004 5,000.00 30/04/2004 E002 4,500.00 E003 5,200.00 ENO Name Province E001 Somchai Khon Kaen E002 Sompong Sarakham E003 Somchay Ubon
15
Multi-Valued Staff ENO Name Dno DeptName ProjNo ProjName E001 Somchai
Physic P01, P02 NMR, Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P04, P05 Voice ordering, Speech Coding E004 SomSiri P04, P06 Voice ordering, Speech Synthesis
16
Multi-Valued ENO Name Dno DeptName ProjNo ProjName P05 P04 P06
Somchai D01 Physic P01 NMR P02 Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P05 Voice ordering P04 Speech Coding E004 SomSiri P06 Speech Synthesis Manipulate easy Update Deptname easy But insert still has problem Insert Project still has problem
17
Second Normal Form (2NF)
A relation is in first normal form if and only if It is in 1NF Every non-key attribute is dependent on all parts of the primary key.
18
2NF ? Staff ENO Name Dno DeptName ProjNo ProjName P05 P04 P06
Somchai D01 Physic P01 NMR P02 Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P05 Voice ordering P04 Speech Coding E004 SomSiri P06 Speech Synthesis KEY = ENO + ProjNo Manipulate easy Update Deptname easy But insert still has problem Answer is No. Because ProjNo is dependent on ProjNo. (not all part of Key)
19
Problem ENO Name Dno DeptName ProjNo ProjName P05 P04 P06
Somchai D01 Physic P01 NMR P02 Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P05 Voice ordering P04 Speech Coding E004 SomSiri P06 Speech Synthesis Manipulate easy Update Deptname easy But insert still has problem We can not insert Project if have not yet assigned project to any employee
20
Solution Remove the attribute involved Take its determinant with it
21
Normalize ENO Name Dno DeptName ProjNo ProjName P05 P04 P06 E001
Somchai D01 Physic P01 NMR P02 Laser E002 Sompong P03 Medical Image processing E003 Somchay D02 Computer Science P05 Voice ordering P04 Speech Coding E004 SomSiri P06 Speech Synthesis Manipulate easy Update Deptname easy But insert still has problem
22
Result PERSON(ENO,NAME,Dno,DeptName) PROJECT(ProjNo,ProjName)
PERSON_Proj PERSON ProjNo ProjName P01 NMR P02 Laser P03 Medical Image processing P04 Speech Coding P05 Voice ordering P06 Speech Synthesis ENO ProjNo E001 P01 P02 E002 P03 E003 P04 E004 P05 P06 ENO Name Dno DeptName E001 Somchai D01 Physic E003 Somchay D02 Computer Science E004 SomSiri Manipulate easy Update Deptname easy But insert still has problem PERSON(ENO,NAME,Dno,DeptName) PROJECT(ProjNo,ProjName) PERSON_PROJ(ENO,ProjNo)
23
Third Normal Form A relation is in 3NF if, and only if: It is in 2NF
Every non-key attribute is functionally dependent upon the key. (No non-key attribute is functional dependent on another non-key attribute) Or non-key attribute no transitive dependent on key
24
Transitive dependent R(A,B,C,D) ; A is Key, others are non- key
If A → B and B → C can say A → B → C (C transitive dependent on A)
25
Because DeptName is dependent on Dno (has transitive dependent on key)
3NF? Project PERSON_Proj PERSON ProjNo ProjName P01 NMR P02 Laser P03 Medical Image processing P04 Speech Coding P05 Voice ordering P06 Speech Synthesis ENO ProjNo E001 P01 P02 E002 P03 E003 P04 E004 P05 P06 ENO Name Dno DeptName E001 Somchai D01 Physic E003 Somchay D02 Computer Science E004 SomSiri Manipulate easy Update Deptname easy But insert still has problem Answer is No Because DeptName is dependent on Dno (has transitive dependent on key)
26
Solution Remove the offending attributes Take the determinant along
27
Result PERSON ENO Name Dno Project ProjNo ProjName P04 P05 P06 ProjNo
Somchai D01 E003 Somchay D02 E004 SomSiri Project PERSON_Proj ProjNo ProjName P01 NMR P02 Laser P03 Medical Image processing P04 Speech Coding P05 Voice ordering P06 Speech Synthesis ENO ProjNo E001 P01 P02 E002 P03 E003 P04 E004 P05 P06 Department Manipulate easy Update Deptname easy But insert still has problem Dno DeptName D01 Physic D02 Computer Science
28
Note The third normal form is often reached in practice by inspection, in a single step. Its meaning seems intuitively clear; it represents a formalization of designer’s common sense. This level of normalization is widely accepted as the initial target for a design which eliminates redundancy. However, there are higher normal forms which, although less frequently invoked, highlight further redundancy problems which may affect the designer
29
Boyce-Codd Normal Form (BCNF)
A relation is in BCNF if, and only if, every determinant is a candidate key. BCNF is a refinement to third normal form, and tightens its duration.
30
Multivalued Dependence
In a relation including attribute A, B and C, B is multivalued dependent on A if the set of B values matching a given A+C value pair, depends only on the A value.
Similar presentations
