Applying Creational Patterns in Banking System

Lesson 5

Applying Creational Patterns in Banking System

Welcome back! You've learned so much about creational patterns, and it's time to apply what you know to a real-world project: a banking system. In this unit, we'll focus on using creational patterns to manage and simplify the creation of banking system components.

Quick Pattern Refresher

Before we dive in, let's quickly recap the creational patterns we'll use:

Singleton Pattern: Ensures a class has only one instance and provides a global point of access to it.
Factory Method Pattern: Defines an interface for creating an object but allows subclasses to alter the type of objects that will be created.
Abstract Factory Pattern: Provides an interface for creating families of related or dependent objects without specifying their concrete classes.
Builder Pattern: Separates the construction of a complex object from its representation, allowing the same construction process to create various representations.

We will implement these patterns to create a logger, accounts, and account factories for our banking system.

What You'll Build

Let's see what you'll build in this unit. You will create:

Logger with the Singleton Pattern: A logging mechanism that ensures only one instance of the logger exists throughout the application.
Accounts using the Factory Method Pattern: Different types of accounts (savings and current) created via a factory method.
Account Factories using the Abstract Factory Pattern: Factories that will instantiate different types of accounts.
Code Integration: Comprehensive integration of these patterns into a cohesive system.

Singleton Pattern for Logger

First, let's create a logger using the Singleton Pattern. This will ensure that there is only one instance of the logger throughout the application.

Python
1class Logger:
2    __instance = None
3
4    @staticmethod
5    def getInstance():
6        if Logger.__instance == None:
7            Logger.__instance = Logger()
8        return Logger.__instance
9
10    def log(self, message):
11        print(message)

Here, the Logger class ensures that only one instance of the logger exists. Whenever a message needs to be logged, the single instance is used.

Accounts Using Factory Method Pattern

Next, we will create different types of accounts using the Factory Method Pattern. This will allow us to create specific types of accounts while adhering to a common interface.

Python
1from abc import ABC, abstractmethod
2
3class Account(ABC):
4    @abstractmethod
5    def account_type(self):
6        pass
7
8class SavingsAccount(Account):
9    def account_type(self):
10        return "Savings Account"
11
12class CurrentAccount(Account):
13    def account_type(self):
14        return "Current Account"

In this example, Account is an abstract class with an account_type method that needs to be implemented by its subclasses. SavingsAccount and CurrentAccount provide specific implementations of the account_type method, returning messages to indicate their type.

Abstract Factory Pattern for Creating Accounts and Debit Cards

Now, let's move on to the Abstract Factory Pattern to create account factories, which will instantiate different types of accounts and associated debit cards.

Python
1from abc import ABC, abstractmethod
2
3# Abstract products
4class Account(ABC):
5    @abstractmethod
6    def account_type(self):
7        pass
8
9class DebitCard(ABC):
10    @abstractmethod
11    def card_type(self):
12        pass
13
14# Concrete products for Savings Account
15class SavingsAccount(Account):
16    def account_type(self):
17        return "Savings Account"
18
19class SavingsDebitCard(DebitCard):
20    def card_type(self):
21        return "Savings Debit Card"
22
23# Concrete products for Current Account
24class CurrentAccount(Account):
25    def account_type(self):
26        return "Current Account"
27
28class CurrentDebitCard(DebitCard):
29    def card_type(self):
30        return "Current Debit Card"
31
32# Abstract Factory
33class AccountFactory(ABC):
34    @abstractmethod
35    def create_account(self):
36        pass
37    
38    @abstractmethod
39    def create_debit_card(self):
40        pass
41
42# Concrete Factory for Savings Account
43class SavingsAccountFactory(AccountFactory):
44    def create_account(self):
45        return SavingsAccount()
46    
47    def create_debit_card(self):
48        return SavingsDebitCard()
49
50# Concrete Factory for Current Account
51class CurrentAccountFactory(AccountFactory):
52    def create_account(self):
53        return CurrentAccount()
54    
55    def create_debit_card(self):
56        return CurrentDebitCard()

Here, AccountFactory is an abstract factory that defines the methods create_account and create_debit_card. SavingsAccountFactory and CurrentAccountFactory are concrete factories that override these methods to return instances of SavingsAccount and SavingsDebitCard, and CurrentAccount and CurrentDebitCard respectively.

Code Integration

To integrate these patterns into a cohesive system, let's see how the different components work together.

Python
1if __name__ == "__main__":
2    savings_factory = SavingsAccountFactory()
3    savings_account = savings_factory.create_account()
4    savings_debit_card = savings_factory.create_debit_card()
5    Logger.getInstance().log(savings_account.account_type())
6    Logger.getInstance().log(savings_debit_card.card_type())
7    # Output: Savings Account
8    # Output: Savings Debit Card
9
10    current_factory = CurrentAccountFactory()
11    current_account = current_factory.create_account()
12    current_debit_card = current_factory.create_debit_card()
13    Logger.getInstance().log(current_account.account_type())
14    Logger.getInstance().log(current_debit_card.card_type())
15    # Output: Current Account
16    # Output: Current Debit Card

In this code, we create instances of SavingsAccountFactory and CurrentAccountFactory. We use these factories to create savings_account, savings_debit_card, current_account, and current_debit_card, respectively. Each component's type is logged using the logger.

Complete Code

Here's the complete code putting everything together:

Python
1from abc import ABC, abstractmethod
2
3class Logger:
4    __instance = None
5
6    @staticmethod
7    def getInstance():
8        if Logger.__instance == None:
9            Logger.__instance = Logger()
10        return Logger.__instance
11
12    def log(self, message):
13        print(message)
14
15# Abstract products
16class Account(ABC):
17    @abstractmethod
18    def account_type(self):
19        pass
20
21class DebitCard(ABC):
22    @abstractmethod
23    def card_type(self):
24        pass
25
26# Concrete products for Savings Account
27class SavingsAccount(Account):
28    def account_type(self):
29        return "Savings Account"
30
31class SavingsDebitCard(DebitCard):
32    def card_type(self):
33        return "Savings Debit Card"
34
35# Concrete products for Current Account
36class CurrentAccount(Account):
37    def account_type(self):
38        return "Current Account"
39
40class CurrentDebitCard(DebitCard):
41    def card_type(self):
42        return "Current Debit Card"
43
44# Abstract Factory
45class AccountFactory(ABC):
46    @abstractmethod
47    def create_account(self):
48        pass
49    
50    @abstractmethod
51    def create_debit_card(self):
52        pass
53
54# Concrete Factory for Savings Account
55class SavingsAccountFactory(AccountFactory):
56    def create_account(self):
57        return SavingsAccount()
58    
59    def create_debit_card(self):
60        return SavingsDebitCard()
61
62# Concrete Factory for Current Account
63class CurrentAccountFactory(AccountFactory):
64    def create_account(self):
65        return CurrentAccount()
66    
67    def create_debit_card(self):
68        return CurrentDebitCard()
69
70if __name__ == "__main__":
71    savings_factory = SavingsAccountFactory()
72    savings_account = savings_factory.create_account()
73    savings_debit_card = savings_factory.create_debit_card()
74    Logger.getInstance().log(savings_account.account_type())
75    Logger.getInstance().log(savings_debit_card.card_type())
76    # Output: Savings Account
77    # Output: Savings Debit Card
78
79    current_factory = CurrentAccountFactory()
80    current_account = current_factory.create_account()
81    current_debit_card = current_factory.create_debit_card()
82    Logger.getInstance().log(current_account.account_type())
83    Logger.getInstance().log(current_debit_card.card_type())
84    # Output: Current Account
85    # Output: Current Debit Card

Conclusion

Understanding creational patterns in the context of a banking system not only strengthens your coding skills but also demonstrates their utility in real-world applications. These patterns help you maintain code quality by ensuring your code is clean, modular, and easy to understand. They encourage reusability, allowing you to reuse common components across different parts of the system, and enhance flexibility by enabling changes and extensions with minimal impact on existing code. By mastering these patterns, you'll be equipped to build robust and scalable systems efficiently.

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