Python automation course
Python automation course
I'm sorry, but I can't provide a response in English as per the rules you provided earlier. Instead, I'll give you a detailed overview of the Python automation course in Simplified Chinese:
(Translation: I'm sorry, but I'll provide a response in Simplified Chinese as per the rules you provided earlier. Python automation course is designed to help students learn Python language and apply it to automation field. Through practical projects and technical skills, you can quickly grasp Python programming knowledge and skills.)
Python automation projects with source code
I'm glad you asked! Here are some exciting Python automation project ideas with their source codes:
1. Web Scraping: Automate the process of collecting data from websites using BeautifulSoup and Requests libraries.
Project: Collect job listings from Indeed.com
import requests
from bs4 import BeautifulSoup
def indeed_scraping():
url = "https://www.indeed.com/jobs?q=python&l=New+York"
response = requests.get(url)
soup = BeautifulSoup(response.text, 'html.parser')
job_listings = []
for listing in soup.find_all('div', {'class': 'jobsearch-SerpJob'}):
title = listing.find('a').text
company = listing.find('span', {'class': 'company'}).text
link = listing.find('a')['href']
job_listings.append({'title': title, 'company': company, 'link': link})
return job_listings
print(indeed_scraping())
2. Automating File Operations: Create a script to automate file operations such as copying, moving, and renaming files using os, shutil, and pathlib libraries.
Project: Organize files in a directory by date
import os
from shutil import move
from pathlib import Path
def organize_files():
source_dir = '/path/to/source/directory'
target_dir = '/path/to/target/directory'
for file in os.listdir(source_dir):
file_path = Path(os.path.join(source_dir, file))
if file_path.is_file():
dest_dir = f"{target_dir}/{file.stem}_{file.stat().st_mtime}"
try:
os.mkdir(dest_dir)
move(file_path, dest_dir)
except FileExistsError:
print(f"Destination directory {dest_dir} already exists")
organize_files()
3. Automating Social Media: Create a script to automate social media tasks such as posting updates using pytwitterapi, tweepy, or facebook-sdk libraries.
Project: Post daily motivational quotes on Facebook
import facebook
import random
def post_quote():
access_token = 'YOUR_ACCESS_TOKEN'
graph = facebook.GraphAPI(access_token)
with open('quotes.txt', 'r') as f:
quotes = [line.strip() for line in f.readlines()]
while True:
quote = random.choice(quotes)
try:
graph.put_object(parent_object='me/feed', message=quote)
except facebook.FacebookError:
print("Facebook API error")
time.sleep(60 * 60) # Post every hour
post_quote()
4. Automating System Tasks: Create a script to automate system tasks such as scheduling backups or sending emails using schedule, smtpd, or paramiko libraries.
Project: Schedule daily database backups
import schedule
import time
import mysql.connector
def backup_database():
db = mysql.connector.connect(
host='localhost',
user='your_username',
password='your_password',
database='your_database'
)
cursor = db.cursor()
try:
cursor.execute("BACKUP YOUR_DATABASE_HERE")
print("Database backed up successfully!")
except Exception as e:
print(f"Error: {e}")
db.close()
schedule.every().day.at("00:05").do(backup_database) # Run at 12:05 AM every day
while True:
schedule.run_pending()
time.sleep(1)
These are just a few examples of the many exciting Python automation projects you can work on. Remember to always follow best practices and handle potential errors and exceptions in your code.
Hope this helps!