relational algebra - Department of Computer Science
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Transcript relational algebra - Department of Computer Science
RELATIONAL ALGEBRA
Prof. Sin-Min LEE
Department of Computer
Science
Terminology:
table (relation)
row (tuple)
formally, a relation is a set of ordered n-
tuples.
Domain : set of data values from which an
attribute value can be drawn.
Eg.
set of department names
set of legal salaries
set of possible employee birth dates
If D1, D2, D3……. Dn are the domains of a
relation R.
Then, R D1 x D2x D3 x ………..x Dn.
It is an abstract language. We use it to
express the set of operations that any
relational query language must perform.
Two types of operations:
1.set-theoretic operations: tables are
essentially sets of rows
2.native relational operations: focus on the
structure of the rows Query languages are
specialized languages for asking
questions,or queries,that involve the
data in database.
Database Scheme
A relational database scheme, or
schema, corresponds to a set of table
definitions.
Eg: product(p_id, name, category, description)
supply(p_id, s_id, qnty_per_month)
supplier(s_id, name, address, ph#)
* remember the difference between a DB instance
and a DB scheme.
Keys
The super key, candidate key and primary
key notations presented for ER model
apply for relational model also.
Query languages
procedural vs. non-procedural
commercial languages have some of
both
we will study:
relational algebra (which is procedural, i.e.
tells you how to process a query)
relational calculus (which is non-procedural
i.e. tells what you want)
Relational Algebra
Fundamental operators
select
project
cartesian product
union
set difference
s
p
-
Other operators
natural join
set intersection
division
JOIN (butterfly symbol)
A Simple DB
account
had
transaction
account ac# owner ss# balance
1
bob 123
1000
2
sue
456
2000
3
jane 789
3000
transaction t# ac# type amount outcome
1
1
W
1500
bounced
2
2
D
1000
ok
3
1
W
100
ok
4
3
D
500
ok
5
2
W
200
ok
date
5/1/98
5/2/98
5/4/98
5/7/98
5/9/98
Select
s balance>=1500 account
eg:
result : ac# owner ss# balance
2
sue
456 2000
3
jane
789 3000
Project
eg:
π
result:
owner, ss#
account
owner
bob
sue
jane
ss#
123
456
789
Cartesian product
eg: account
transaction
this will have 15 rows like the ones shown below:
ac# owner ss# balance t# type amount outcome date
1
bob
123 1000
1 W 1500
bounced 5/1/98
2
sue
456 2000
2 D
1000
ok
5/2/98
……………
Composing operations
eg: “show all transactions done by account owner
Bob”.
σ account.ano= transaction.ano((s owner=“Bob” account)
transaction)
Natural Join
- combines σ, π,
- very commonly used
Natural Join forms the cross product of its two
arguments, does a selection to enforce
equality of columns with the same name and
removes duplicate columns.
Eg: “show all transactions done by account
owner Bob”
σ
owner=“Bob”
(account JOIN transaction)
Rename operation
What if you need to access the same relation
twice in a query?
eg. person(ss#, name, mother_ss#, father_ss#)
“Find the name of Bob’s mother” needs the
“person” table to be accessed twice.
The operation ρ x (r) evaluates to a second logical
copy of relation r renamed to x.
Rename operation (contd)
eg:
π
mother.name
(ρ
(
mother
(person))
JOIN
mother.ss# = person.mother_ss#
(s name=“Bob” (person)))
Additional Operations
Additional Operations are those that can be
expressed in terms of other operations
.
r
Set Intersection
eg.:
r a
1
2
3
b
a
b
d
rs=
s a
1
2
3
r-(r-s)
b
a
c
d
s
rs= a b
1 a
3 d
Additional Operations(cntd.)
Division
useful for “for all” queries
Definition: Let r(R) and s(S), where R & S are sets of
attributes, be relations, where S is a subset of R. The
relation r s has scheme R-S. The tuples in r s
consist of the R-S part of the tuples of r such that
some tuple tr in r with the those R-S attribute values
matches every tuple in s.
Can also be defined in terms of relational
algebra.
Additional Operations(cntd.)
Assignment operation
Sometimes it is convenient to write a relational
algebra expression as a sequence of steps rather
than one large expression. To do this, you can
use assignment:
relname
expression
eg.:
temp
π pno (part)
bigsuppliers
supply temp