Peewee is a lightweight yet powerful Object Relational Mapper (ORM) for Python. It provides a simple and intuitive way to interact with databases, allowing developers to focus on the application logic rather than dealing with complex SQL queries.
In this blog post, we will explore how to extend the Peewee Model class to add custom functionality and behavior to our database models.
Subclassing the Peewee Model class
To extend the Peewee Model class, we can simply create a subclass and add our custom methods and properties. This allows us to encapsulate and reuse common database operations and logic across multiple models.
Here’s an example of how to subclass the peewee.Model
class and add a custom method:
from peewee import *
class CustomModel(Model):
# custom fields and methods
def custom_method(self):
# custom logic
pass
In the above example, we create a CustomModel
class that subclasses Model
. We can then add any custom fields, methods, or properties to this class.
Overriding Default Behavior
We can also override the default behavior of the Peewee Model methods by extending them in our custom subclass. This allows us to modify or enhance the way these methods work for our specific use cases.
For example, let’s say we want to override the save method to automatically set the created_at
and updated_at
fields of our models:
from peewee import *
from datetime import datetime
class TimestampedModel(Model):
created_at = DateTimeField(default=datetime.now)
updated_at = DateTimeField(default=datetime.now)
def save(self, *args, **kwargs):
self.updated_at = datetime.now()
super().save(*args, **kwargs)
In the above example, we create a TimestampedModel
class that subclasses Model
. We define the created_at
and updated_at
fields with default values set to the current datetime. We then override the save
method to update the updated_at
field before saving the model.
Custom Query Methods
Another powerful feature of Peewee is the ability to define custom query methods on our subclassed models. These methods can encapsulate complex query logic and provide a convenient way to retrieve or filter data.
For example, let’s say we have a User
model and we want to add a custom query method to retrieve all active users:
from peewee import *
class User(Model):
name = CharField()
is_active = BooleanField(default=True)
@classmethod
def get_active_users(cls):
return cls.select().where(cls.is_active == True)
In the above example, we define a User
model with a name
field and an is_active
field (defaulting to True
). We then define a get_active_users
class method that performs a query to retrieve all active users.
Conclusion
Extending the Peewee Model class allows us to add custom functionality, override default behavior, and define custom query methods. This provides us with a flexible and powerful way to work with databases in Python.
By encapsulating common database operations and logic within our custom models, we can write cleaner and more maintainable code. Peewee’s simplicity and flexibility make it a great choice for ORM in Python projects.
Remember to import the necessary modules (peewee
in this case) before using the Peewee Model class and its functionalities.
Happy coding!