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integrated_code_samples.py
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# Combined Code Samples
# Code Optimization
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
# Modularity
import logging
def setup_logger():
logging.basicConfig(level=logging.INFO)
def log_message(message):
logging.info(message)
# User Authentication
import jwt
def create_token(user_id):
return jwt.encode({'user_id': user_id}, 'secret', algorithm='HS256')
def decode_token(token):
return jwt.decode(token, 'secret', algorithms=['HS256'])['user_id']
# Logging and Monitoring
import logging
logging.basicConfig(filename='app.log', level=logging.INFO)
logging.info('This is an info message')
# Data Analytics
import matplotlib.pyplot as plt
def plot_data(x, y):
plt.plot(x, y)
plt.show()
# API Integrations
import requests
def fetch_data(api_url):
response = requests.get(api_url)
return response.json()
# Machine Learning
from sklearn.linear_model import LinearRegression
def train_model(X, y):
model = LinearRegression()
model.fit(X, y)
return model
# UI/UX Enhancements
<!DOCTYPE html>
<html>
<head>
<title>Login</title>
</head>
<body>
<form>
<input type="text" placeholder="Username" />
<input type="password" placeholder="Password" />
<button type="submit">Login</button>
</form>
</body>
</html>
# Real-Time Communication
import websocket
def on_message(ws, message):
print(f'Received: {message}')
ws = websocket.WebSocketApp('ws://example.com/',
on_message=on_message)
ws.run_forever()
# Content Management
from django.db import models
class Article(models.Model):
title = models.CharField(max_length=100)
content = models.TextField()
# Localization
import gettext
gettext.bindtextdomain('myapp', '/path/to/locale')
gettext.textdomain('myapp')
_ = gettext.gettext
print(_('Hello, world!'))