Python

Object Oriented Programming

Everything is an object

class - define a class

 

def - define a function or method

 

What is a class? A logical grouping of data and functions

What is logical grouping? Create a class where there is a logical connection between things rather than just throwing random thing together under a class.

Example: Customer, Product

 

class Customer(object):
  def withdraw(self, amount):

Classes and Object

Classes - blueprints for creating object

When we define a class using class keyword, we haven't actually created an object.

class Customer(object):

    def __init__(self, name, balance=0.0):
        self.name = name
        self.balance = balance

    def withdraw(self, amount):
        if amount > self.balance:
            raise RuntimeError('Amount greater than available balance.')
        self.balance -= amount
        return self.balance

    def deposit(self, amount):
        self.balance += amount
        return self.balance

- We call the __init__ method with argument to create an object

- jeff object, known as an instance, is an object of Customer class

- before Customer() is called, no customer object existed.

- There is always 1 Customer class regardless of how many instances created

jeff = Customer('Jeff', 1000.0)

what is self?

- Calling jeff.withdraw(100.0) puts those instructions to use on the jeff instance.

- when we define 

- self is the instance of the Customer that withdraw is being called on.

def withdraw(self, amount):
Customer.withdraw(jeff, 100.0)
jeff.withdraw(100.0)

=

jeff = Customer('Jeff', 1000.0)
jeff.withdraw(100.0)

what is __init__?

- When we call __init__, we are in the process of creating an object.

- When we initialize object like:

class Customer(object):

    def __init__(self, name, balance=0.0):
        self.name = name
        self.balance = balance
jeff = Customer('Jeff', 1000.0)
jeff = Customer(jeff, 'Jeff', 1000.0)

=

jeff.name = name
jeff.balance = balance
self.name = name
self.balance = balance

=

Be careful!

- Be careful what you __init__, make sure the object is fully-initialized.

class Customer(object):

    def __init__(self, name):
        self.name = name

    def set_balance(self, balance=0.0):
        self.balance = balance

    def withdraw(self, amount):
        if amount > self.balance:
            raise RuntimeError('Amount greater than available balance.')
        self.balance -= amount
        return self.balance

    def deposit(self, amount):
        self.balance += amount
        return self.balance

** don't introduce a new attribute outside of __init__ method

Instance Attribute and Method

- A methods have access to all the data contained on the instance of the object.

- They can access and modify anything previously set on self.

- Because they use self, they require an instance of the class in order to be used.

Static Methods

- Class attributes are attributes that are set at the class-level

- Normal attributes are introduced in __init__ method, but some attributes of a class hold for all instances in all cases.

class Car(object):

    wheels = 4

    def __init__(self, make, model):
        self.make = make
        self.model = model

mustang = Car('Ford', 'Mustang')
print mustang.wheels
# 4
print Car.wheels
# 4

Inheritance

- Inheritance is the process by which a "child" class derives the data and behavior of a "parent" class.

 

- Example:

We sell all types of vehicles, from motorcycles to trucks. The price of a vehicle is 5000 x number of wheels.

We buy trucks in 10000, cars in 8000 and motorcycles in 4000.

Inheritance

class Car(object):

    def __init__(self, wheels, miles, make, model, year):
        self.wheels = wheels
        self.miles = miles
        self.make = make
        self.model = model
        self.year = year

    def sale_price(self):
        return 5000.0 * self.wheels

    def purchase_price(self):
        return 8000 - (.10 * self.miles)
class Truck(object):

    def __init__(self, wheels, miles, make, model, year):
        self.wheels = wheels
        self.miles = miles
        self.make = make
        self.model = model
        self.year = year

    def sale_price(self):
        return 5000.0 * self.wheels

    def purchase_price(self):
        return 10000 - (.10 * self.miles)

Don't Repeat Yourself!

Inheritance

class Vehicle(object):

    base_sale_price = 0

    def __init__(self, wheels, miles, make, model, year):
        self.wheels = wheels
        self.miles = miles
        self.make = make
        self.model = model
        self.year = year


    def sale_price(self):
        return 5000.0 * self.wheels

    def purchase_price(self):
        return self.base_sale_price - (.10 * self.miles)
class Car(Vehicle):

    def __init__(self, wheels, miles, make, model, year):
        self.wheels = wheels
        self.miles = miles
        self.make = make
        self.model = model
        self.year = year
        self.base_sale_price = 8000
class Truck(Vehicle):

    def __init__(self, wheels, miles, make, model, year):
        self.wheels = wheels
        self.miles = miles
        self.make = make
        self.model = model
        self.year = year
        self.base_sale_price = 10000

Inheritance

from abc import ABCMeta, abstractmethod

class Vehicle(object):

    __metaclass__ = ABCMeta

    base_sale_price = 0
    wheels = 0

    def __init__(self, miles, make, model, year):
            self.miles = miles
            self.make = make
            self.model = model
            self.year = year

    def sale_price(self):
        return 5000.0 * self.wheels

    def purchase_price(self):
        return self.base_sale_price - (.10 * self.miles)

    @abstractmethod
    def vehicle_type():
        pass
class Car(Vehicle):

    base_sale_price = 8000
    wheels = 4

    def vehicle_type(self):

        return 'car'
class Truck(Vehicle):

    base_sale_price = 10000
    wheels = 4

    def vehicle_type(self):
        return 'truck'
class Motorcycle(Vehicle):

    base_sale_price = 4000
    wheels = 2

    def vehicle_type(self):
        return 'motorcycle'

Thank you

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