python中httpx庫(kù)的詳細(xì)使用方法及案例詳解
1. 安裝 httpx
首先,確保已經(jīng)安裝了 httpx??梢酝ㄟ^(guò)以下命令安裝:pip install httpx
如果需要支持 HTTP/2,可以安裝額外依賴:pip install httpx[http2]
2. 同步請(qǐng)求
發(fā)送 GET 請(qǐng)求
import httpx # 發(fā)送 GET 請(qǐng)求 response = httpx.get('https://httpbin.org/get') print(response.status_code) # 狀態(tài)碼 print(response.text) # 響應(yīng)內(nèi)容
發(fā)送 POST 請(qǐng)求
# 發(fā)送 POST 請(qǐng)求 data = {'key': 'value'} response = httpx.post('https://httpbin.org/post', json=data) print(response.json()) # 解析 JSON 響應(yīng)
設(shè)置請(qǐng)求頭
headers = {'User-Agent': 'my-app/1.0.0'} response = httpx.get('https://httpbin.org/headers', headers=headers) print(response.json())
設(shè)置查詢參數(shù)
params = {'key1': 'value1', 'key2': 'value2'} response = httpx.get('https://httpbin.org/get', params=params) print(response.json())
處理超時(shí)
try: response = httpx.get('https://httpbin.org/delay/5', timeout=2.0) except httpx.TimeoutException: print("請(qǐng)求超時(shí)")
3. 異步請(qǐng)求
httpx 支持異步操作,適合高性能場(chǎng)景。
發(fā)送異步 GET 請(qǐng)求
import httpx import asyncio async def fetch(url): async with httpx.AsyncClient() as client: response = await client.get(url) print(response.text) asyncio.run(fetch('https://httpbin.org/get'))
發(fā)送異步 POST 請(qǐng)求
async def post_data(url, data): async with httpx.AsyncClient() as client: response = await client.post(url, json=data) print(response.json()) asyncio.run(post_data('https://httpbin.org/post', {'key': 'value'}))
并發(fā)請(qǐng)求
async def fetch_multiple(urls): async with httpx.AsyncClient() as client: tasks = [client.get(url) for url in urls] responses = await asyncio.gather(*tasks) for response in responses: print(response.text) urls = ['https://httpbin.org/get', 'https://httpbin.org/ip'] asyncio.run(fetch_multiple(urls))
4. 高級(jí)功能
使用 HTTP/2
# 啟用 HTTP/2 client = httpx.Client(http2=True) response = client.get('https://httpbin.org/get') print(response.http_version) # 輸出協(xié)議版本
文件上傳
files = {'file': open('example.txt', 'rb')} response = httpx.post('https://httpbin.org/post', files=files) print(response.json())
流式請(qǐng)求
# 流式上傳 def generate_data(): yield b"part1" yield b"part2" response = httpx.post('https://httpbin.org/post', data=generate_data()) print(response.json())
流式響應(yīng)
# 流式下載 with httpx.stream('GET', 'https://httpbin.org/stream/10') as response: for chunk in response.iter_bytes(): print(chunk)
5. 錯(cuò)誤處理
httpx 提供了多種異常類,方便處理錯(cuò)誤。
處理網(wǎng)絡(luò)錯(cuò)誤
try: response = httpx.get('https://nonexistent-domain.com') except httpx.NetworkError: print("網(wǎng)絡(luò)錯(cuò)誤")
處理 HTTP 錯(cuò)誤狀態(tài)碼
response = httpx.get('https://httpbin.org/status/404') if response.status_code == 404: print("頁(yè)面未找到")
6. 配置客戶端
可以通過(guò) httpx.Client 或 httpx.AsyncClient 配置全局設(shè)置。
設(shè)置超時(shí)
client = httpx.Client(timeout=10.0) response = client.get('https://httpbin.org/get') print(response.text)
設(shè)置代理
proxies = { "http://": "http://proxy.example.com:8080", "https://": "http://proxy.example.com:8080", } client = httpx.Client(proxies=proxies) response = client.get('https://httpbin.org/get') print(response.text)
設(shè)置基礎(chǔ) URL
client = httpx.Client(base_url='https://httpbin.org') response = client.get('/get') print(response.text)
7. 結(jié)合 Beautiful Soup 使用
httpx 可以與 Beautiful Soup 結(jié)合使用,抓取并解析網(wǎng)頁(yè)。
import httpx from bs4 import BeautifulSoup # 抓取網(wǎng)頁(yè) response = httpx.get('https://example.com') html = response.text # 解析網(wǎng)頁(yè) soup = BeautifulSoup(html, 'lxml') title = soup.find('title').text print("網(wǎng)頁(yè)標(biāo)題:", title)
8. 示例:抓取并解析網(wǎng)頁(yè)
以下是一個(gè)完整的示例,展示如何使用 httpx 抓取并解析網(wǎng)頁(yè)數(shù)據(jù):
import httpx from bs4 import BeautifulSoup # 抓取網(wǎng)頁(yè) url = 'https://example.com' response = httpx.get(url) html = response.text # 解析網(wǎng)頁(yè) soup = BeautifulSoup(html, 'lxml') # 提取標(biāo)題 title = soup.find('title').text print("網(wǎng)頁(yè)標(biāo)題:", title) # 提取所有鏈接 links = soup.find_all('a', href=True) for link in links: href = link['href'] text = link.text print(f"鏈接文本: {text}, 鏈接地址: {href}")
9. 注意事項(xiàng)
性能:httpx 的異步模式適合高并發(fā)場(chǎng)景。
兼容性:httpx 的 API 與 requests 高度兼容,遷移成本低。
HTTP/2:如果需要使用 HTTP/2,確保安裝了 httpx[http2]。
通過(guò)以上方法,可以使用 httpx 高效地發(fā)送 HTTP 請(qǐng)求,并結(jié)合其他工具(如 Beautiful Soup)實(shí)現(xiàn)數(shù)據(jù)抓取和解析。
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