In this tutorial, we will explore how to query data using Django ORM (Object-relational Mapping). Django ORM simplifies the interaction with your database by translating Python code into SQL queries. By the end of this tutorial, you will be able to create simple and complex queries to retrieve data from your database.
What will you learn?
- Querying data from a single Django model
- Querying data from multiple Django models (joining)
- Filtering, ordering, and limiting queries
Prerequisites
- Basic knowledge of Python and Django
- A functional Django project with a connected database
Django ORM is a powerful tool that lets you interact with your database like Python objects. It abstracts the underlying SQL queries for you.
To fetch data, Django ORM provides several methods that you can use on your model.
The filter()
method is used to filter the query set based on the given conditions.
You can order the query set by using the order_by()
method.
The slicing syntax can be used to limit the query set.
Assuming we have a Book
model in our Django application.
class Book(models.Model):
title = models.CharField(max_length=200)
author = models.CharField(max_length=100)
published_date = models.DateField()
To fetch all books:
books = Book.objects.all()
To get all books written by an author named 'John Doe':
books = Book.objects.filter(author='John Doe')
To get all books ordered by published_date
:
books = Book.objects.all().order_by('published_date')
To get the first 5 books:
books = Book.objects.all()[:5]
We have covered how to fetch, filter, order, and limit data using Django ORM. Now you can try querying your data in different ways. For further learning, you can explore complex queries, aggregation, and annotation in Django ORM.
published_date
.Solutions
1.
from datetime import date
books = Book.objects.filter(published_date__year=2020)
2.
books = Book.objects.all().order_by('-number_of_pages')[:10]
3.
books = Book.objects.filter(author='John Doe').order_by('published_date')
Remember, practice is key to mastering Django ORM queries. Happy coding!