[파이썬] Peewee Pagination 기법

Pagination is a common technique used in web development to break down large datasets into smaller, more manageable chunks. It allows users to navigate through the data by displaying a limited number of records on each page, making it easier to view and interact with the information.

In this blog post, we will explore how to implement pagination using the Peewee ORM (Object-Relational Mapping) in Python. Peewee is a lightweight and expressive ORM that simplifies database interactions.

Setting up Peewee

To get started, we need to install Peewee. Open your terminal and type the following command:

pip install peewee

Next, let’s import the necessary packages and define our database model. For this example, let’s assume we have a table called “users” with columns “id”, “name”, and “email”.

from peewee import *

# Define the database model
class User(Model):
    id = AutoField()
    name = CharField()
    email = CharField()

    class Meta:
        database = SqliteDatabase('users.db')  # Replace 'users.db' with your database file

# Create the table
User.create_table()

Implementing Pagination

Now that we have our database model set up, let’s implement pagination in our application. We will use the paginate() method provided by Peewee to retrieve a limited number of records per page.

# Define the number of records per page
records_per_page = 10

# Calculate the total number of pages
total_pages = (User.select().count() + records_per_page - 1) // records_per_page

# Define the current page
current_page = 1

# Retrieve the records for the current page
users = User.select().paginate(current_page, records_per_page)

# Display the users
for user in users:
    print(user.name, user.email)

In the code above, we first determine the total number of pages by dividing the total number of records by the desired number of records per page. Next, we set the current page to 1 and use the paginate() method to retrieve the relevant records.

Adding Navigation

To enhance the user experience, it’s helpful to provide navigation buttons to allow users to move between pages. We can add previous and next buttons using the current page and the total number of pages.

# Display navigation buttons
if current_page > 1:
    print("<< Previous")

if current_page < total_pages:
    print("Next >>")

By incorporating these navigation buttons, users can click on the “Previous” and “Next” buttons to move between pages.

Conclusion

Implementing pagination using Peewee in Python is a straightforward process. By breaking down large datasets into smaller, more manageable chunks, pagination improves the performance and user experience of your applications.

Remember to install Peewee and set up your database model. Then, use the paginate() method to retrieve records for the current page, and consider adding navigation buttons to enhance the user interface.

Peewee’s simplicity and ease of use make it an excellent choice for working with databases in Python. Whether you’re building a small web application or a large-scale project, pagination can greatly improve the efficiency and usability of your application.