????? AI? ??? ???? ?? ??? ?? ? ??? ? ???? ??? ?????. 2025??? ????? ????? ??? ???? ??? ?????. ? ????? 98IP ??? ???? ??? ? ?? ?? ? ??? ??? ??? ?? ????? ????? ???? ?? ??? ????? ?????.

?. ??? ?? ? ?? ?? ??

• ???: ?? ?????? ???? ??? ??? ??.
• ???: ??? ?? ???? ???? ?? ?? ?????.
• ??: ??? ???? ?? ? ???? ??? ?? ?? ?? ??
• ???: ??? ?? ??? ?? ? ?? ??? ?? ????? ??? ??.

II. 2025? ??? ? ??? ??

1. ???? 98IP ???

?? ?? ?? ?????? Scrapy? ????? ???? ???? ??? ??? ??? ??????. 98IP? ???? ??? ???? ???? ?? ??? ????? ?????.

?? ?:

import scrapy
from scrapy.downloadermiddlewares.httpproxy import HttpProxyMiddleware
import random

# Proxy IP pool
PROXY_LIST = [
    'http://proxy1.98ip.com:port',
    'http://proxy2.98ip.com:port',
    # Add more proxy IPs...
]

class MySpider(scrapy.Spider):
    name = 'my_spider'
    start_urls = ['https://example.com']

    custom_settings = {
        'DOWNLOADER_MIDDLEWARES': {
            HttpProxyMiddleware.name: 410,  # Proxy Middleware Priority
        },
        'HTTP_PROXY': random.choice(PROXY_LIST),  # Random proxy selection
    }

    def parse(self, response):
        # Page content parsing
        pass

2. BeautifulSoup?? 98IP ??? ??

??? ??? ??? ????? ?? BeautifulSoup ? Requests ?????? ??? ?? ?? ? ??? ??? ?? ?? ???? ?????. 98IP ???? ???? ???? ?????.

?? ?:

import requests
from bs4 import BeautifulSoup
import random

# Proxy IP pool
PROXY_LIST = [
    'http://proxy1.98ip.com:port',
    'http://proxy2.98ip.com:port',
    # Add more proxy IPs...
]

def fetch_page(url):
    proxy = random.choice(PROXY_LIST)
    try:
        response = requests.get(url, proxies={'http': proxy, 'https': proxy})
        response.raise_for_status()  # Request success check
        return response.text
    except requests.RequestException as e:
        print(f"Error fetching {url}: {e}")
        return None

def parse_page(html):
    soup = BeautifulSoup(html, 'html.parser')
    # Data parsing based on page structure
    pass

if __name__ == "__main__":
    url = 'https://example.com'
    html = fetch_page(url)
    if html:
        parse_page(html)

3. ??? 98IP ???

?? ???? ??? ??? Selenium? ? ????? ??????. ??? ???? ??(??, ?? ?)? ??????? ????? ??? ?? ??? ??? ? ???? ?????. 98IP ???? ?? ?? ??? ?? ????? ?????.

?? ?:

from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.proxy import Proxy, ProxyType
import random

# Proxy IP pool
PROXY_LIST = [
    'http://proxy1.98ip.com:port',
    'http://proxy2.98ip.com:port',
    # Add more proxy IPs...
]

chrome_options = Options()
chrome_options.add_argument("--headless")  # Headless mode

# Proxy configuration
proxy = Proxy({
    'proxyType': ProxyType.MANUAL,
    'httpProxy': random.choice(PROXY_LIST),
    'sslProxy': random.choice(PROXY_LIST),
})

chrome_options.add_argument("--proxy-server={}".format(proxy.proxy_str))

service = Service(executable_path='/path/to/chromedriver')  # Chromedriver path
driver = webdriver.Chrome(service=service, options=chrome_options)

driver.get('https://example.com')
# Page manipulation and data extraction
# ...

driver.quit()

4. Pyppeteer 98IP ???

Puppeteer(Chrome/Chromium ???? ?? ?? ?????)? Python ??? Pyppeteer? Python ??? Puppeteer? ??? ?????. ??? ?? ?????? ??? ????? ?????.

?? ?:

import asyncio
from pyppeteer import launch
import random

async def fetch_page(url, proxy):
    browser = await launch(headless=True, args=[f'--proxy-server={proxy}'])
    page = await browser.newPage()
    await page.goto(url)
    content = await page.content()
    await browser.close()
    return content

async def main():
    # Proxy IP pool
    PROXY_LIST = [
        'http://proxy1.98ip.com:port',
        'http://proxy2.98ip.com:port',
        # Add more proxy IPs...
    ]
    url = 'https://example.com'
    proxy = random.choice(PROXY_LIST)
    html = await fetch_page(url, proxy)
    # Page content parsing
    # ...

if __name__ == "__main__":
    asyncio.run(main())

III. ??

?? ? ??? ??(2025)? ???, ???, ?? ? ???? ?? ???????. 98IP ??? ???? ???? ???? ???? ?? ?????. ?? ????? ??? ?? ??? ?? ??? ??? ???? ????? ??? ??? ???? ?? ????? ???? ?????.

? ??? 5?? ??? ? ??? ??? ?? ?????. ??? ??? PHP ??? ????? ?? ?? ??? ?????!