python_introduction/Intro_to_Solid.md

186 lines
6.1 KiB
Markdown
Raw Normal View History

2022-05-09 12:12:37 +02:00
# Object-Oriented class design
## SOLID
SOLID coding is a principle created by Robert C.Martin, he is a famous computer scientist.
SOLID is an acronym for his five conventions of coding.
With their conventions, you can improve the structure of your code, reduce time to implement changes and technical debts, etc.
It is a collection of best practices.
2022-05-09 17:04:21 +02:00
And it was developed through this decade.
2022-05-09 12:12:37 +02:00
Principles of SOLID acronym are:
* The Single-Responsibility Principle (**SRP**)
* The Open-Closed Principle (**OCP**)
* The Liskov Substitution Principle (**LSP**)
* The Interface Segregation Principle (**ISP**)
* The Dependency inversion Principle (**DIP**)
2022-05-09 17:04:21 +02:00
The first convention is **SRP**, that means that all classes of your code must do one thing.
2022-05-09 12:12:37 +02:00
That is an important principle.
That is the best way to work with others people in the same project.
Version control is easier,
2022-05-09 17:04:21 +02:00
You will never have _Merge conflicts_, because other people work in other operations.
2022-05-09 12:12:37 +02:00
So, he will never have two same things in the code.
2022-05-09 17:04:21 +02:00
### Single-Responsibility
Let's start something !
We will make common mistake that violate **SRP** and correct them.
Let's code a bookstore invoice.
2022-05-09 12:12:37 +02:00
2022-05-09 17:04:21 +02:00
```python
class Book(object):
def __init__(self, name, authorName, year, price, isbn):
self.name = name
self.authorName = authorName
self.year = year
self.price = price
self.isbn = isbn
```
2022-05-09 12:12:37 +02:00
2022-05-09 17:04:21 +02:00
As you can see, there is a class named Book with some fields.
This fields are public and characterize a book.
2022-05-09 12:12:37 +02:00
2022-05-09 17:04:21 +02:00
OK ! Now we can start the invoice class.
This class will calculate the final price for a customer.
2022-05-09 12:12:37 +02:00
2022-05-09 17:04:21 +02:00
```python
2022-05-10 10:54:02 +02:00
class Invoice(object):
2022-05-09 17:04:21 +02:00
def __init__(self, book, quantity, discountRate, taxRate, total):
self.book = book
self.quantity = quantity
self.discountRate = discountRate
self.taxRate = taxRate
self.total = total
2022-05-09 12:12:37 +02:00
2022-05-09 17:04:21 +02:00
def calculateTotal(self):
self.price = ((self.book.price - self.book.price * self.discountRate)*self.quantity)
self.priceWithTaxes = self.price * (1 + self.taxRate)
return self.priceWithTaxes
def printInvoice(self):
print(self.quantity, "x", self.book.name,"", self.book.price, "$");
print("Discount Rate: ", self.discountRate)
print("Tax Rate: ", self.taxRate)
print("Total: ", self.total)
def saveToFile(self, fileName):
pass
```
Alright, now we have the _Invoice_ class, he had 3 methods (calculateTotal, printInvoice, saveToFile) and some fields too.
Why this code violate the first convention of **SOLID** ?
The _printInvoice_ method violate this one because the **SRP** told us to make just one thing per classes.
Here, our printing logic is in the same class than _calculateTotal_ method.
So, the printing logic is mixed with business logic in the same class.
As you think, the _saveToFile_ method violate this convention too.
Let's correct this example.
```python
class InvoicePrinter(object):
def __init__(self, invoice):
self.invoice = invoice
def printInvoice(self):
print(self.invoice.quantity, "x", self.invoice.book.name,"", self.invoice.book.price, "$");
print("Discount Rate: ", self.invoice.discountRate)
print("Tax Rate: ", self.invoice.taxRate)
print("Total: ", self.invoice.total)
```
```python
class InvoicePersistence(object):
def __init__(self, invoice):
self.invoice = invoice
def saveToFile(self):
pass
```
We have now two others classes, _InvoicePrinter_ class and _InvoicePersistence_ class.
The _InvoicePrinter_ is used to print information.
And the _InvoicePersistence_ is used to save information.
With these three classes, we respect the first principle of **SOLID**.
### Open-Closed Principle
This principle says that classes are open for extension and closed to modification.
2022-05-10 10:54:02 +02:00
Extension mean news functionalities and modification mean modifying your code.
2022-05-09 17:04:21 +02:00
If you want to add new functionalities, you are able to add it without manipulating the existing program.
If you touch the existing code, you have a risk to have news bugs.
So, if you want to add something else, you can use abstract classes and help of interface.
Ok so, let's add new functionality in the _InvoicePersistence_ class.
```python
class InvoicePersistence(object):
def __init__(self, invoice):
self.invoice = invoice
def saveToFile(self):
pass
def saveToDataBase(self):
pass
```
The _saveToDataBase_ method is used to save information in a Data Base.
We have modified the _InvoicePersistence_ class.
2022-05-10 10:54:02 +02:00
And this class will be more difficult to make easily extendable.
So, we violate the **OCP** convention.
If you want to respect this principle, you have to create a new class.
```python
class InvoicePersistence(abc.ABC):
@abstractmethod
def save(self, invoice):
pass
```
The new _InvoicePersistence_ class has an abstract method.
So, if a class inherits the _InvoicePersistence_ class, you have to implement the _save_ method.
And for example, we will create a _DataBasePersistence_ class, and this class inherits the abstract _InvoicePersistence_ class.
2022-05-10 10:54:02 +02:00
```python
class DatabasePersistence(InvoicePersistence):
def __init__(self, invoice):
self.invoice = invoice
self.save(self.invoice)
def save(self, invoice):
print("Save in database ...")
```
Let's do the same thing with _FilePersistence_ class.
2022-05-10 10:54:02 +02:00
```python
class FilePersistence(InvoicePersistence):
def __init__(self, invoice):
self.invoice = invoice
self.save(self.invoice)
def save(self, invoice):
print("Save to file ...")
```
Ok, we do a lot of things, let's make a UML to represent our class structure.
<center>
<img src="./assets/UML_Solid" alt="" width="400"/>
</center>
That will be more simple to do extension.
### Liskov Substitution Principle
This convention tells us to create a substitutable subclass for their parents.
So, if you want to create an object in the subclass, you have to be able to pass it in the interface.
### Interface Segregation Principle
The _Interface Segregation Principle_ means that all interfaces have to be separated.
That means that clients has not functions that they do not need.
### Dependency Inversion Principle