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ICOM 5016 – Introduction to ICOM 5016 – Introduction to Database SystemsDatabase Systems
Lecture 6
Dr. Manuel Rodriguez
Department of Electrical and Computer Engineering
University of Puerto Rico, Mayagüez
©Silberschatz, Korth and Sudarshan3.2Database System Concepts
Chapter 3: Relational ModelChapter 3: Relational Model
Structure of Relational Databases
Relational Algebra
Tuple Relational Calculus
Domain Relational Calculus
Extended Relational-Algebra-Operations
Modification of the Database
Views
©Silberschatz, Korth and Sudarshan3.3Database System Concepts
Projection OperationProjection Operation
Given a relation R, the projection operation is used to create a new relation S, such that each tuple ts is formed by taking a tuple tR and removing one or more columns.
Formally, the projection of R over columns A1, A2, …,An is defined as:
1 2, ,...,
1 2 1 2
1 2 1 2
( )
{ ( , ,..., ) | , ( , ,..., ),
{ , ,..., } { , ,..., }}
nA A A
s n R R k
n k
S R
t A A A t R t B B B
and A A A B B B
©Silberschatz, Korth and Sudarshan3.4Database System Concepts
Project Operation – ExampleProject Operation – Example
Relation r: A B C
10
20
30
40
1
1
1
2
A C
1
1
1
2
=
A C
1
1
2
A,C (r)
©Silberschatz, Korth and Sudarshan3.5Database System Concepts
Project OperationProject Operation
Notation:
A1, A2, …, Ak (r)
where A1, A2 are attribute names and r is a relation name.
The result is defined as the relation of k columns obtained by erasing the columns that are not listed
Duplicate rows removed from result, since relations are sets
E.g. To eliminate the branch-name attribute of account account-number, balance (account)
©Silberschatz, Korth and Sudarshan3.6Database System Concepts
Union Operation – ExampleUnion Operation – Example
Relations r, s:
r s:
A B
1
2
1
A B
2
3
rs
A B
1
2
1
3
©Silberschatz, Korth and Sudarshan3.7Database System Concepts
Union OperationUnion Operation
Notation: r s
Defined as:
r s = {t | t r or t s}
For r s to be valid.
1. r, s must have the same arity (same number of attributes)
2. The attribute domains must be compatible (e.g., 2nd column of r deals with the same type of values as does the 2nd column of s)
E.g. to find all customers with either an account or a loan customer-name (depositor) customer-name (borrower)
©Silberschatz, Korth and Sudarshan3.8Database System Concepts
Set Difference Operation – ExampleSet Difference Operation – Example
Relations r, s:
r – s:
A B
1
2
1
A B
2
3
rs
A B
1
1
©Silberschatz, Korth and Sudarshan3.9Database System Concepts
Set Difference OperationSet Difference Operation
Notation r – s
Defined as:
r – s = {t | t r and t s}
Set differences must be taken between compatible relations. r and s must have the same arity
attribute domains of r and s must be compatible
©Silberschatz, Korth and Sudarshan3.10Database System Concepts
Cartesian-Product Operation-ExampleCartesian-Product Operation-Example
Relations r, s:
r x s:
A B
1
2
A B
11112222
C D
1010201010102010
E
aabbaabb
C D
10102010
E
aabbr
s
©Silberschatz, Korth and Sudarshan3.11Database System Concepts
Cartesian-Product OperationCartesian-Product Operation
Notation r x s
Defined as:
r x s = {t q | t r and q s}
Assume that attributes of r(R) and s(S) are disjoint. (That is, R S = ).
If attributes of r(R) and s(S) are not disjoint, then renaming must be used.
A tuple is r x s is made by concatenating the columns from the first tuple, with the those of the second tuple.
©Silberschatz, Korth and Sudarshan3.12Database System Concepts
Composition of OperationsComposition of Operations
Can build expressions using multiple operations
Example: A=C(r x s)
r x s
A=C(r x s)
A B
11112222
C D
1010201010102010
E
aabbaabb
A B C D E
122
102020
aab
©Silberschatz, Korth and Sudarshan3.13Database System Concepts
Rename OperationRename Operation
Allows us to name, and therefore to refer to, the results of relational-algebra expressions.
Allows us to refer to a relation by more than one name.
Example:
x (E)
returns the expression E under the name X
If a relational-algebra expression E has arity n, then
x (A1, A2, …, An) (E)
returns the result of expression E under the name X, and with the
attributes renamed to A1, A2, …., An.
©Silberschatz, Korth and Sudarshan3.14Database System Concepts
Banking ExampleBanking Example
branch (branch-name, branch-city, assets)
customer (customer-name, customer-street, customer-only)
account (account-number, branch-name, balance)
loan (loan-number, branch-name, amount)
depositor (customer-name, account-number)
borrower (customer-name, loan-number)
©Silberschatz, Korth and Sudarshan3.15Database System Concepts
Example QueriesExample Queries
Find all loans of over $1200
Find the loan number for each loan of an amount greater than
$1200
amount > 1200 (loan)
loan-number (amount > 1200 (loan))
©Silberschatz, Korth and Sudarshan3.16Database System Concepts
Example QueriesExample Queries
Find the names of all customers who have a loan, an account, or both, from the bank
Find the names of all customers who have a loan and an
account at bank.
customer-name (borrower) customer-name (depositor)
customer-name (borrower) customer-name (depositor)
©Silberschatz, Korth and Sudarshan3.17Database System Concepts
Example QueriesExample Queries
Find the names of all customers who have a loan at the Perryridge branch.
Find the names of all customers who have a loan at the Perryridge branch but do not have an account at any branch of the bank.
customer-name (branch-name = “Perryridge”
(borrower.loan-number = loan.loan-number(borrower x loan))) –
customer-name(depositor)
customer-name (branch-name=“Perryridge”
(borrower.loan-number = loan.loan-number(borrower x loan)))
©Silberschatz, Korth and Sudarshan3.18Database System Concepts
Example QueriesExample Queries
Find the names of all customers who have a loan at the Perryridge branch. Two possible solutions follow:
Query 2
customer-name(loan.loan-number = borrower.loan-number(
(branch-name = “Perryridge”(loan)) x borrower))
Query 1
customer-name(branch-name = “Perryridge” ( borrower.loan-number = loan.loan-number(borrower x loan)))
©Silberschatz, Korth and Sudarshan3.19Database System Concepts
Example QueriesExample Queries
Find the largest account balance
Rename account relation as d
The query is:
balance(account) - account.balance
(account.balance < d.balance (account x d (account)))
©Silberschatz, Korth and Sudarshan3.20Database System Concepts
Formal DefinitionFormal Definition
A basic expression in the relational algebra consists of either one of the following: A relation in the database A constant relation
Let E1 and E2 be relational-algebra expressions; the following are all relational-algebra expressions:
E1 E2
E1 - E2
E1 x E2
p (E1), P is a predicate on attributes in E1
s(E1), S is a list consisting of some of the attributes in E1
x (E1), x is the new name for the result of E1
©Silberschatz, Korth and Sudarshan3.21Database System Concepts
Additional OperationsAdditional Operations
We define additional operations that do not add any power to the
relational algebra, but that simplify common queries.
Set intersection
Natural join
Division
Assignment
©Silberschatz, Korth and Sudarshan3.22Database System Concepts
Set-Intersection OperationSet-Intersection Operation
Notation: r s
Defined as:
r s ={ t | t r and t s }
Assume: r, s have the same arity
attributes of r and s are compatible
Note: r s = r - (r - s)
©Silberschatz, Korth and Sudarshan3.23Database System Concepts
Set-Intersection Operation - ExampleSet-Intersection Operation - Example
Relation r, s:
r s
A B
121
A B
23
r s
A B
2
©Silberschatz, Korth and Sudarshan3.24Database System Concepts
Notation: r s
Natural-Join OperationNatural-Join Operation
Let r and s be relations on schemas R and S respectively. Then, r s is a relation on schema R S obtained as follows:
Consider each pair of tuples tr from r and ts from s.
If tr and ts have the same value on each of the attributes in R S, add a
tuple t to the result, where
t has the same value as tr on r
t has the same value as ts on s
Example:
R = (A, B, C, D)
S = (E, B, D)
Result schema = (A, B, C, D, E), and R S = (B,D)
r s is defined as:
r.A, r.B, r.C, r.D, s.E (r.B = s.B r.D = s.D (r x s))
©Silberschatz, Korth and Sudarshan3.25Database System Concepts
Natural Join Operation – ExampleNatural Join Operation – Example
Relations r, s:
A B
12412
C D
aabab
B
13123
D
aaabb
E
r
A B
11112
C D
aaaab
E
s
r s