Relational Model, Key Constraints

Transcription

1 Relational Model, Key Constraints PDBM 6.1 Dr. Chris Mayfield Department of Computer Science James Madison University Jan 23, 2019

2 What is a data model? Notation for describing data or information Structure of the data Conceptual vs physical Operations on the data Limited set of queries / updates Constraints on the data Limitations of what data can be Important data models Relational / object-relational Semistructured (e.g., XML) Jan 23, 2019 Relational Model, Key Constraints 2 of 23

3 Relational model title year length genre Gone With the Wind drama Star Wars sci-fi Wayne s World comedy Structure: Table (like an ArrayList of objects) Columns define role played by different pieces of data Operations: Relational Algebra (select, project, join) Constraints: Genre must be action, comedy, drama,... No two movies can have same title and year Jan 23, 2019 Relational Model, Key Constraints 3 of 23

4 Semistructured model (XML) Extensible Markup Language < movies > < movie title =" Gone With the Wind " > <year >1939 </ year > < length >231 </ length > <genre >drama </ genre > </ movie >... </ movies > Structure: Tree (or graph) Tags define role played by different pieces of data Operations: Traversals in the implied tree Constraints: Limitations on data types (per tag) Which tags can be top-level / nested Jan 23, 2019 Relational Model, Key Constraints 4 of 23

5 Semistructured model (JSON) JavaScript Object Notation {" movies ": [ " movie ": { " title ": " Gone With the Wind ", " year ": 1939, " length ": 231, " genre ": " drama " }... ]} Arrays in [] s values (string, number, object, array, true, false, null) Objects in {} s key:value pairs (keys must be strings) The Fat-Free Alternative to XML Jan 23, 2019 Relational Model, Key Constraints 5 of 23

6 The Relational Model Serving databases since 1969

7 Terminology title year length genre Gone With the Wind drama Star Wars sci-fi Wayne s World comedy Attributes: title, year, length, genre Schema: Movie(title, year, length, genre) Database schema = set of schemas of relations DBMS schema = collection of tables, views, etc Tuples: rows of the relation Jan 23, 2019 Relational Model, Key Constraints 7 of 23

8 Domains title year length genre Gone With the Wind drama Star Wars sci-fi Wayne s World comedy Domain = set of values for an attribute i.e., its data type Movie(title: string, year: integer, length: integer, genre: string) NULL is a special value Unknown / undefined / empty /... Jan 23, 2019 Relational Model, Key Constraints 8 of 23

9 Who invented all this? Edgar Frank Ted Codd ( ) A Relational Model of Data for Large Shared Data Banks Communications of the ACM 13 (6): , June 1970 Jan 23, 2019 Relational Model, Key Constraints 9 of 23

10 Group exercise #1 Design the schema for a zoo database Relations animal building cage keeper species Consider What attributes needed for each relation? How will you join the relations together? Jan 23, 2019 Relational Model, Key Constraints 10 of 23

11 Primary/Foreign Key Constraints

12 Keys of relations Unique key Attribute (or set of attributes) such that No pair of tuples have the same value(s) Useful for identifying / referencing tuples What are the keys in: Student Course Grade Hermione Grainger Potions A- Draco Malfoy Potions B Harry Potter Potions A Ron Weasley Potions C Key attributes are often underlined or bolded Jan 23, 2019 Relational Model, Key Constraints 12 of 23

13 Example from vdoe Jan 23, 2019 Relational Model, Key Constraints 13 of 23

14 PRIMARY KEY syntax Single attribute: CREATE TABLE MovieStar ( name char(30) PRIMARY KEY, address varchar(255), gender char(1) NOT NULL, birthdate date ); Multiple attributes: CREATE TABLE Movies ( title char(100), year integer, length integer NOT NULL, genre char(10) NOT NULL, studioname char(30), producerc# integer, PRIMARY KEY (title, year) ); -- tuple syntax Jan 23, 2019 Relational Model, Key Constraints 14 of 23

15 Foreign keys Referenced attributes must be a PRIMARY KEY or UNIQUE CREATE TABLE Studio ( name char(30) PRIMARY KEY, address varchar(255), presc# integer REFERENCES MovieExec(cert#) ); Alternatively / for multiple attributes: CREATE TABLE Studio ( name char(30) PRIMARY KEY, address varchar(255), presc# integer, FOREIGN KEY (presc#) REFERENCES MovieExec(cert#) ); Why should we do this at the database level? What happens if referring attributes are NULL? Jan 23, 2019 Relational Model, Key Constraints 15 of 23

16 Referential integrity Example: Studio.presC# must be a MovieExec.cert# What happens when you... try to insert a new Studio tuple? try to update a Studio s presc#? try to delete a MovieExec tuple? try to update a MovieExec s cert#? DBMS policies Default: reject violating modifications CASCADE: mimic actions at foreign keys SET NULL: replace all foreign key values Jan 23, 2019 Relational Model, Key Constraints 16 of 23

17 Enforcement policies CREATE TABLE Studio ( name char(30) PRIMARY KEY, address varchar(255), presc# integer REFERENCES MovieExec(cert#) ON DELETE SET NULL ON UPDATE CASCADE ); Why do we SET NULL for deletions? Why do we CASCADE for updates? What do we call tuples with invalid foreign key values? How is this related to foreign-key joins? Jan 23, 2019 Relational Model, Key Constraints 17 of 23

18 Group exercise #2 Declare keys for your zoo database Relations animal building cage keeper species Consider What are the PRIMARY KEYS? What are the FOREIGN KEYS? Jan 23, 2019 Relational Model, Key Constraints 18 of 23

19 Attribute and Tuple Constraints

20 Attribute constraints May be declared on one or more attributes NOT NULL These attributes never have NULL values Use this constraint whenever possible! UNIQUE No two tuples may have the same values (except NULL) PRIMARY KEY = UNIQUE + NOT NULL Each relation may only have one Every relation should have one! Jan 23, 2019 Relational Model, Key Constraints 20 of 23

21 Attribute-based CHECK constraints New requirement: all certs must be 6+ digits CREATE TABLE Studio ( name char(30) PRIMARY KEY, address varchar(255), presc# integer CHECK (presc# >= ) ); Only checked when presc# is inserted/updated What s the difference between a data type and a domain? CREATE TABLE MovieStar ( name char(30) PRIMARY KEY, address varchar(255), gender char(1) CHECK (gender IN ('F', 'M', 'O')) ); Only checked when gender is inserted/updated Jan 23, 2019 Relational Model, Key Constraints 21 of 23

22 CHECK FOREIGN KEY What s wrong with this relation? CREATE TABLE Studio ( name char(30) PRIMARY KEY, address varchar(255), presc# integer CHECK (presc# IN (SELECT cert# FROM MovieExec)) ); Only checked when presc# is inserted/updated NULL values will also cause this CHECK to fail Is this a bug or a feature? Jan 23, 2019 Relational Model, Key Constraints 22 of 23

23 Group exercise #3 Constraints for your zoo database Relations animal building cage keeper species Consider Attribute CHECK constraints? Tuple-based CHECK constraints? Jan 23, 2019 Relational Model, Key Constraints 23 of 23