from django.db import models
from django.core.exceptions import ValidationError
from django.utils import timezone
class Event(models.Model):
# Find products with specific spec value
products = Product.objects.filter(specs__weight__gte=100)
# Check if JSON key exists
products = Product.objects.filter(specs__has_key='color')
from products.models import Product
def import_products_bulk(product_data):
"""Import thousands of products efficiently."""
products = [
from rest_framework import serializers
from .models import Author, Book
class BookSerializer(serializers.ModelSerializer):
class Meta:
import asyncio
import time
from dataclasses import dataclass, field
@dataclass
import pandas as pd
df = pd.read_csv(
'orders.csv',
parse_dates=['created_at'],
dtype={
from django.db import models
class Post(models.Model):
title = models.CharField(max_length=200)
content = models.TextField()
import abc
from typing import IO
class Exporter(abc.ABC):
name: str = ""
from django.db import migrations
def populate_slugs(apps, schema_editor):
"""Generate slugs for existing posts."""
Post = apps.get_model('blog', 'Post')
import random
class ReadWriteRouter:
"""Route reads to replicas, writes to primary."""
from blog.models import Post
# Load only specific fields
posts = Post.objects.only('id', 'title', 'published_at')
for post in posts:
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.postgresql',
'NAME': 'mydb',
'USER': 'myuser',
'PASSWORD': 'mypassword',