Python - Classes and Objects, Inheritance

Unit 8
Classes and Objects; Inheritance
Special thanks to Roy McElmurry, John Kurkowski, Scott Shawcroft, Ryan Tucker, Paul Beck for their work.
Except where otherwise noted, this work is licensed under:
http://creativecommons.org/licenses/by-nc-sa/3.0

2
OOP, Defining a Class
• Python was built as a procedural language
– OOP exists and works fine, but feels a bit more "tacked on"
– Java probably does classes better than Python (gasp)
• Declaring a class:
class name:
statements

3
Fields
name = value
– Example:
class Point:
x = 0
y = 0
# main
p1 = Point()
p1.x = 2
p1.y = -5
– can be declared directly inside class (as shown here)
or in constructors (more common)
– Python does not really have encapsulation or private fields
• relies on caller to "be nice" and not mess with objects' contents
point.py
1
2
3
class Point:
x = 0
y = 0

4
Using a Class
import class
– client programs must import the classes they use
point_main.py
1
2
3
4
5
6
7
8
9
10
from Point import *
# main
p1 = Point()
p1.x = 7
p1.y = -3
...
# Python objects are dynamic (can add fields any time!)
p1.name = "Tyler Durden"

5
Object Methods
def name(self, parameter, ..., parameter):
statements
– self must be the first parameter to any object method
• represents the "implicit parameter" (this in Java)
– must access the object's fields through the self reference
class Point:
def translate(self, dx, dy):
self.x += dx
self.y += dy
...

6
"Implicit" Parameter (self)
• Java: this, implicit
public void translate(int dx, int dy) {
x += dx; // this.x += dx;
y += dy; // this.y += dy;
}
• Python: self, explicit
self.x += dx
self.y += dy
– Exercise: Write distance, set_location, and
distance_from_origin methods.

7
Exercise Answer
point.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
from math import *
class Point:
x = 0
y = 0
def set_location(self, x, y):
self.x = x
self.y = y
def distance_from_origin(self):
return sqrt(self.x * self.x + self.y * self.y)
def distance(self, other):
dx = self.x - other.x
dy = self.y - other.y
return sqrt(dx * dx + dy * dy)

8
Calling Methods
• A client can call the methods of an object in two ways:
– (the value of self can be an implicit or explicit parameter)
1) object.method(parameters)
or
2) Class.method(object, parameters)
• Example:
p = Point(3, -4)
p.translate(1, 5)
Point.translate(p, 1, 5)

9
Constructors
def __init__(self, parameter, ..., parameter):
statements
– a constructor is a special method with the name __init__
– Example:
class Point:
def __init__(self, x, y):
self.x = x
self.y = y
...
• How would we make it possible to construct a
Point() with no parameters to get (0, 0)?

10
toString and __str__
def __str__(self):
return string
– equivalent to Java's toString (converts object to a string)
– invoked automatically when str or print is called
Exercise: Write a __str__ method for Point objects that
returns strings like "(3, -14)"
def __str__(self):
return "(" + str(self.x) + ", " + str(self.y) + ")"

11
Complete Point Class
point.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
from math import *
class Point:
def __init__(self, x, y):
self.x = x
self.y = y
def distance_from_origin(self):
return sqrt(self.x * self.x + self.y * self.y)
def distance(self, other):
dx = self.x - other.x
dy = self.y - other.y
return sqrt(dx * dx + dy * dy)
self.x += dx
self.y += dy
def __str__(self):
return "(" + str(self.x) + ", " + str(self.y) + ")"

12
Operator Overloading
• operator overloading: You can define functions so that
Python's built-in operators can be used with your class.
• See also: http://docs.python.org/ref/customization.html
Operator Class Method
- __neg__(self, other)
+ __pos__(self, other)
* __mul__(self, other)
/ __truediv__(self, other)
Unary Operators
- __neg__(self)
+ __pos__(self)
Operator Class Method
== __eq__(self, other)
!= __ne__(self, other)
< __lt__(self, other)
> __gt__(self, other)
<= __le__(self, other)
>= __ge__(self, other)

13
Exercise
• Exercise: Write a Fraction class to represent rational
numbers like 1/2 and -3/8.
• Fractions should always be stored in reduced form; for
example, store 4/12 as 1/3 and 6/-9 as -2/3.
– Hint: A GCD (greatest common divisor) function may help.
• Define add and multiply methods that accept another
Fraction as a parameter and modify the existing
Fraction by adding/multiplying it by that parameter.
• Define +, *, ==, and < operators.

14
Generating Exceptions
raise ExceptionType("message")
– useful when the client uses your object improperly
– types: ArithmeticError, AssertionError, IndexError,
NameError, SyntaxError, TypeError, ValueError
– Example:
class BankAccount:
...
def deposit(self, amount):
if amount < 0:
raise ValueError("negative amount")
...

15
Inheritance
class name(superclass):
statements
– Example:
class Point3D(Point): # Point3D extends Point
z = 0
...
• Python also supports multiple inheritance
class name(superclass, ..., superclass):
statements
(if > 1 superclass has the same field/method, conflicts are resolved in left-to-right order)

16
Calling Superclass Methods
• methods: class.method(object, parameters)
• constructors: class.__init__(parameters)
class Point3D(Point):
z = 0
def __init__(self, x, y, z):
Point.__init__(self, x, y)
self.z = z
def translate(self, dx, dy, dz):
Point.translate(self, dx, dy)
self.z += dz

Python - Classes and Objects, Inheritance

Recommended

More Related Content

Similar to Python - Classes and Objects, Inheritance (20)

Recently uploaded (20)

Python - Classes and Objects, Inheritance

Editor's Notes