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SQL CSCI 201 Principles of Software Development Jeffrey Miller, Ph.D. [email protected]

CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

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Page 1: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SQLCSCI 201

Principles of Software Development

Jeffrey Miller, [email protected]

Page 2: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

Outline

• SELECT Statements• Try It

USC CSCI 201L

Page 3: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Statements▪ SELECT statements are probably the most commonly used SQL

statement▪ A SELECT statement returns a table ▪ Consider the following database

3/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

Class

Student

Grades

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Page 4: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 1SELECT *

FROM Student

WHERE studentID > 2;

4/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

Class Student

Grades

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Page 5: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 1SELECT *

FROM StudentWHERE studentID > 2;

5/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

Class Student

Grades

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Page 6: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 1SELECT *

FROM StudentWHERE studentID > 2;

6/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

Class Student

Grades

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Page 7: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 1SELECT *

FROM StudentWHERE studentID > 2;

7/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

Class Student

Grades

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Page 8: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 2SELECT *

FROM Student s, Grades g

WHERE fname = ‘Howard’;

8/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

Grades

Page 9: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 2SELECT *

FROM Student s, Grades gWHERE fname = ‘Howard’;

9/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 10: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 2SELECT *

FROM Student s, Grades gWHERE fname = ‘Howard’;

10/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 11: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 2SELECT *

FROM Student s, Grades gWHERE fname = ‘Howard’;

11/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 12: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 3SELECT s.fname, g.letterGrade

FROM Student s, Grades g

WHERE fname = ‘Howard’

AND s.studentID=g.studentID;

12/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

Grades

Page 13: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 3SELECT s.fname, g.letterGrade

FROM Student s, Grades gWHERE fname = ‘Howard’

AND s.studentID=g.studentID;

13/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 14: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 3SELECT s.fname, g.letterGrade

FROM Student s, Grades gWHERE fname = ‘Howard’AND s.studentID=g.studentID;

14/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 15: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 3SELECT s.fname, g.letterGrade

FROM Student s, Grades gWHERE fname = ‘Howard’AND s.studentID=g.studentID;

15/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

GradesstudentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 16: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SELECT Example 3SELECT s.fname, g.letterGrade

FROM Student s, Grades gWHERE fname = ‘Howard’AND s.studentID=g.studentID;

16/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

4 3 3 B

Class Student

Grades

fname letterGrade

Howard A-

Howard B

studentID fname lname gradeID classID studentID letterGrade

1 Sheldon Cooper 1 1 1 A

2 Leonard Hofstadter 1 1 1 A

3 Howard Wolowitz 1 1 1 A

4 Rajesh Koothrappali 1 1 1 A

1 Sheldon Cooper 2 2 3 A-

2 Leonard Hofstadter 2 2 3 A-

3 Howard Wolowitz 2 2 3 A-

4 Rajesh Koothrappali 2 2 3 A-

1 Sheldon Cooper 4 3 3 B

2 Leonard Hofstadter 4 3 3 B

3 Howard Wolowitz 4 3 3 B

4 Rajesh Koothrappali 4 3 3 B

Page 17: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

Outline

• SELECT Statements• Try It

USC CSCI 201L

Page 18: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

Database Creation▪ Create the following database.

18/23

classID prefix num

1 CSCI 103

2 CSCI 104

3 CSCI 201

4 EE 101

5 EE 102

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

3 Howard Wolowitz

4 Rajesh Koothrappali

gradeID classID studentID letterGrade

1 1 1 A

2 2 3 A-

3 3 2 A

4 3 3 B

5 5 3 B-

Class Student

Grades

Page 19: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

Sample Script

USC CSCI 201L 19/23

1 DROP DATABASE if exists StudentGrades;2 CREATE DATABASE StudentGrades;3 USE StudentGrades;4 CREATE TABLE Student (5 studentID int(11) primary key not null auto_increment,6 fname varchar(50) not null,7 lname varchar(50) not null8 );9 INSERT INTO Student (fname, lname) VALUES ('Sheldon', 'Cooper');10 INSERT INTO Student (fname, lname) VALUES ('Leonard', 'Hofstadter');11 CREATE TABLE Class (12 classID int(11) primary key not null auto_increment,13 prefix varchar(5) not null,14 num int(4) not null15 );16 INSERT INTO Class (prefix, num) VALUES ('CSCI', 103);17 INSERT INTO Class (prefix, num) VALUES ('CSCI', 104);18 CREATE TABLE Grade (19 gradeID int(11) primary key not null auto_increment,20 classID int(11) not null,21 studentID int(11) not null,22 letterGrade varchar(2) not null,23 FOREIGN KEY fk1(classID) REFERENCES class(classID),24 FOREIGN KEY fk2(studentID) REFERENCES student(studentID)25 );26 INSERT INTO Grade (studentID, classID, letterGrade) VALUES (1, 1, 'A');27 INSERT INTO Grade (studentID, classID, letterGrade) VALUES (1, 2, 'A');28 INSERT INTO Grade (studentID, classID, letterGrade) VALUES (2, 1, 'A');29 INSERT INTO Grade (studentID, classID, letterGrade) VALUES (2, 2, ‘B');

classID prefix num

1 CSCI 103

2 CSCI 104

studentID fname lname

1 Sheldon Cooper

2 Leonard Hofstadter

gradeID classID studentID letterGrade

1 1 1 A

2 2 1 A

3 1 2 A

4 2 2 B

Class Student

Grade

Page 20: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SQL Queries▪ Write SQL code to do the following

› Print out all of the classes offered› Print out all of the students without the studentID value› Print out the name, grade, and class for all students in all of the

classes› Print out the name and grade for each student in CSCI 201› Print out the classes and grades for Sheldon Cooper

USC CSCI 201L 20/23

Page 21: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SQL Queries Solution▪ Write SQL code to do the following

› Print out all of the classes offered• SELECT * FROM class;

› Print out all of the students without the studentID value• SELECT fname, lname FROM student;

› Print out the name, grade, and class for all students in all of the classes• SELECT s.fname, s.lname, c.prefix, c.num, g.letterGrade FROM student

s, grade g, class c WHERE c.classID=g.classID AND s.studentID=g.studentID ORDER BY s.fname, s.lname, c.prefix, c.num;

› Print out the name and grade for each student in CSCI 103• SELECT s.fname, s.lname, g.letterGrade FROM student s, grade g, class

c WHERE s.studentID=g.studentID AND g.classID=c.classID AND c.prefix='CSCI' AND c.num=103;

› Print out the class and grades for Sheldon Cooper• SELECT c.prefix, c.num, g.letterGrade FROM student s, grade g, class c

WHERE c.classID=g.classID AND s.studentID=g.studentID AND s.fname=‘Sheldon' AND s.lname=‘Cooper';

USC CSCI 201L 21/23

Page 22: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SQL Statements▪ Write SQL code to do the following

› Insert CSCI 170 into the database› Change Howard’s grade in CSCI 201 to a C+› Add Amy Farrah Fowler into the Student table› Give Amy a grade of A for CSCI 103› Give Amy a grade of B+ for CSCI 170

USC CSCI 201L 22/23

Note: To be able to perform an UPDATE in MySQL Workbench, you must disable Safe Updates by going to Edit->Preferences->SQL Editor and unchecking the Safe Updates box.

Page 23: CSCI 201 Principles of Software Developmentcsci201/lectures/Lecture16/SQL.pdf4 Rajesh Koothrappali 2 2 3 A-1 Sheldon Cooper 4 3 3 B 2 Leonard Hofstadter 4 3 3 B 3 Howard Wolowitz 4

SQL Queries Solution▪ Write SQL code to do the following

› Insert CSCI 170 into the database• INSERT INTO class (prefix, num) VALUES (‘CSCI’, 170);

› Change Howard’s grade in EE 101 to a C+• UPDATE grade g, student s, class c SET g.letterGrade='C+' WHERE

s.studentID=g.studentID AND s.fname='Howard' AND s.lname='Wolowitz' AND g.classID=c.classID AND c.prefix='CSCI' AND c.num='201';

› Add Amy Farrah Fowler into the Student table• INSERT INTO student (fname, lname) VALUES ('Amy', 'Farrah Fowler');

› Give Amy a grade of A for CSCI 103• INSERT INTO grade (classID, studentID, letterGrade) VALUES ((SELECT

classID FROM class WHERE prefix='CSCI' AND num=103), (SELECT studentIDFROM student WHERE fname='Amy' AND lname='Farrah Fowler'), 'A');

› Give Amy a grade of B+ for CSCI 170• INSERT INTO grade (classID, studentID, letterGrade) VALUES ((SELECT

classID FROM class WHERE prefix='CSCI' AND num=170), (SELECT studentIDFROM student WHERE fname='Amy' AND lname='Farrah Fowler'), ‘B+');

USC CSCI 201L 23/23