Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
The Relational Model The Relational Model 1 Relational Model Concepts The relational data model is based on the concept of a relation. The strength of the relational approach to data management comes from the formal foundation provided by the theory of relations. A Relation is a mathematical concept based on the ideas of sets. The model was first proposed by Dr. E.F. Codd of IBM Research in 1970 in the following paper: "A Relational Model for Large Shared Data Banks," Communications of the ACM, June 1970. The above paper caused a major revolution in the field of database management and earned Dr. Codd the ACM Turing Award. The Relational Model 2 Relational Database Relational database: A set of relations Relation Instance: A table with rows and columns Cardinality: Number of rows Degree (or arity): Number of fields (or columns, or attributes) Schema: Specifying name of relation, plus name and type of each column Students(sid: string, name: string, login: string, age: integer, gpa: real) A relation can be viewed as a set of unique rows or tuples (i.e., all rows are distinct). Commercial DBMSs allow tables to have duplicate rows. The Relational Model 3 Example Instance of Students Relation Students sid name login age gpa 50000 Dave dave@cs 19 3.5 53666 Jones jones@cs 18 3.4 53688 Smith smith@ee 18 3.2 Cardinality = 3, degree = 5, all rows distinct Do all columns in a relation instance have to be distinct? The tuples are not considered to be ordered, even though they appear to be in the tabular form. All values in a tuple are considered atomic (indivisible). Each value in a tuple must be from the domain of the attribute for that column. The Relational Model 4 Relational Query Languages The relational model supports simple, powerful querying of data. Queries can be written intuitively, and the DBMS is responsible for efficient evaluation. Precise semantics for relational queries. Allows the optimizer to extensively re-order operations, and still ensure that the answer is correct. The Relational Model 5 The SQL Query Language Developed by IBM (system R) in the 1970s E.G., to find all 18 year old students, we can write: SELECT * FROM Students S WHERE S.age=18 sid name login age gpa 53666 Jones jones@cs 18 3.4 53688 Smith smith@ee 18 3.2 The Relational Model 6 Querying Multiple Relations SELECT S.name, E.cid FROM Students S, Enrolled E WHERE S.sid=E.sid AND E.grade=“A” name cid Jones C03 Students Enrolled sid name login age gpa 50000 Dave dave@cs 19 3.5 53666 Jones jones@cs 18 3.4 sid cid grade 50000 C01 B 53666 C03 A 53688 C01 B 53688 Smith smith@ee 18 3.2 The Relational Model 7 Creating Relations in SQL Creates the Students relation. Observe that the type (domain) of each field is specified, and enforced by the DBMS whenever tuples are added or modified. CREATE TABLE Students (sid: CHAR(20), name: CHAR(20), login: CHAR(10), age: INTEGER, gpa: REAL); As another example, the Enrolled table holds information about courses that students take. CREATE TABLE Enrolled (sid: CHAR(20), cid: CHAR(20), grade: CHAR(2)); The Relational Model 8 Deleting and Altering Relations DROP TABLE Students Destroys the relation Students. The schema information and the tuples are deleted. ALTER TABLE Students ADD COLUMN firstYear: integer The schema of Students is altered by adding a new field; every tuple in the current instance is extended with a null value in the new field. The Relational Model 9 Adding and Deleting Tuples Can insert a single tuple using: INSERT INTO Students (sid, name, login, age, gpa) VALUES (53688, ‘Smith’, ‘smith@ee’, 18, 3.2) Can delete all tuples satisfying some condition (e.g., name = Smith): DELETE FROM Students S WHERE S.name = ‘Smith’ The Relational Model 10 Integrity Constraints (ICs) IC: condition that must be true for any instance of the database; e.g., domain constraints. A legal instance of a relation is one that satisfies all specified ICs. ICs are specified when schema is defined. ICs are checked when relations are modified. DBMS should not allow illegal instances. If the DBMS checks ICs, stored data is more faithful to real-world meaning. Avoids data entry errors, too! The Relational Model 11 Primary Key Constraints A set of fields is a key for a relation if : 1. 2. No two distinct tuples can have same values in all key fields, and This is not true for any subset of the key. Part 2 false? A superkey. If there’s >1 key for a relation, it has several candidate keys. One of the candidate keys is chosen (by DBA) to be the primary key. For example: sid is a key for Students. (What about name?) The set {sid, gpa} is a superkey. The primary key attributes cannot have null values (entity integrity). The Relational Model 12 Primary and Candidate Keys in SQL Primary keys and candidate keys are specified using PRIMARY KEY and UNIQUE, respectively. For example: For a given student and course, there is a single grade. CREATE TABLE Enrolled (sid CHAR(20), cid CHAR(20), grade CHAR(2), PRIMARY KEY (sid, cid) ); Students can take only one course, and receive a single grade for that course; further, no two students in a course receive the same grade. CREATE TABLE Enrolled (sid CHAR(20), cid CHAR(20), grade CHAR(2), PRIMARY KEY (sid), UNIQUE (cid, grade) ); Used carelessly, an IC can prevent the storage of database instances that arise in practice! The Relational Model 13 Foreign Keys Foreign key: Set of fields in one relation that is used to `refer’ to a tuple in another relation. (Must correspond to primary key of the second relation.) Like a `logical pointer’. For example: sid of Enrolled is a foreign key referring to Students. Students Enrolled sid name login age gpa 50000 Dave dave@cs 19 3.5 53666 Jones jones@cs 18 3.4 sid cid grade 50000 C01 B 53666 C03 A 53688 Smith smith@ee 18 3.2 53688 C01 The Relational Model B 14 Referential Integrity Referential integrity constraint: The value in the foreign key column (or columns) FK of the referencing relation R1 can be either: 1. a value of an existing primary key value of a corresponding primary key PK in the referenced relation R2, or 2. a null. In case 2, the FK in R1 should not be a part of its own primary key. If all foreign key (referential integrity) constraints are enforced, referential integrity is achieved, i.e., no dangling references. The Relational Model 15 Foreign Keys in SQL Only students listed in the Students relation should be allowed to enroll for courses. CREATE TABLE Enrolled (sid CHAR(20), cid CHAR(20), grade CHAR(2), PRIMARY KEY (sid, cid), FOREIGN KEY (sid) REFERENCES Students); Students Enrolled sid name login age gpa 50000 Dave dave@cs 19 3.5 53666 Jones jones@cs 18 3.4 sid cid grade 50000 C01 B 50000 C03 A 53688 Smith smith@ee 18 3.2 53688 C01 The Relational Model B 16 Enforcing Referential Integrity What if an Enrolled tuple with a non-existent student id is inserted? (Reject it!) What if a Students tuple is deleted? Also delete all Enrolled tuples that refer to it. Disallow deletion of a Students tuple that is referred to. Set sid in Enrolled tuples that refer to it to a default sid. Set the foreign key value in tuples that refer to it to a special value null. (It doesn't work in this example. Why?) Similar if primary key of Students tuple is updated. The Relational Model 17 Referential Integrity in SQL SQL supports all 4 options on deletes and updates. Default is NO ACTION (delete/update is rejected) CASCADE (also delete all tuples that refer to deleted tuple) SET NULL / SET DEFAULT (sets foreign key value of referencing tuple) CREATE TABLE Enrolled (sid CHAR(20), cid CHAR(20), grade CHAR(2), PRIMARY KEY (sid, cid), FOREIGN KEY (sid) REFERENCES Students ON DELETE CASCADE ON UPDATE SET DEFAULT); The Relational Model 18 Where Do ICs Come From? ICs are based upon the semantics of the realworld enterprise that is being described in the database relations. We can check a database instance to see if an IC is violated, but we can NEVER infer that an IC is true by looking at an instance. An IC is a statement about all possible instances. From the example, we know name is not a key, but the assertion that sid is a key is given to us. Key and foreign key ICs are the most common ICs. The Relational Model 19