{"id":953383,"date":"2024-12-27T01:43:07","date_gmt":"2024-12-26T17:43:07","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/953383.html"},"modified":"2024-12-27T01:43:11","modified_gmt":"2024-12-26T17:43:11","slug":"python3%e5%a6%82%e4%bd%95%e7%88%ac%e8%99%ab","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/953383.html","title":{"rendered":"python3\u5982\u4f55\u722c\u866b"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25090900\/be21847f-eb95-4351-8c73-26ec8a09c9d2.webp\" alt=\"python3\u5982\u4f55\u722c\u866b\" \/><\/p>\n<p><h2>PYTHON3\u722c\u866b\u7684\u57fa\u672c\u6b65\u9aa4<\/h2>\n<\/p>\n<p><p><strong>Python3\u722c\u866b\u7684\u57fa\u672c\u6b65\u9aa4\u5305\u62ec\uff1a\u53d1\u9001\u8bf7\u6c42\u3001\u83b7\u53d6\u54cd\u5e94\u3001\u89e3\u6790\u6570\u636e\u3001\u4fdd\u5b58\u6570\u636e\u3002<\/strong> \u5176\u4e2d\uff0c\u53d1\u9001\u8bf7\u6c42\u662f\u6307\u901a\u8fc7HTTP\u8bf7\u6c42\u83b7\u53d6\u76ee\u6807\u7f51\u9875\u7684HTML\u4ee3\u7801\uff1b\u83b7\u53d6\u54cd\u5e94\u662f\u6307\u63a5\u6536\u670d\u52a1\u5668\u8fd4\u56de\u7684HTML\u4ee3\u7801\uff1b\u89e3\u6790\u6570\u636e\u662f\u4eceHTML\u4ee3\u7801\u4e2d\u63d0\u53d6\u6240\u9700\u4fe1\u606f\uff1b\u4fdd\u5b58\u6570\u636e\u662f\u5c06\u63d0\u53d6\u7684\u4fe1\u606f\u5b58\u50a8\u5230\u672c\u5730\u6216\u6570\u636e\u5e93\u4e2d\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e9b\u6b65\u9aa4\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u53d1\u9001\u8bf7\u6c42<\/h3>\n<\/p>\n<p><p>\u5728Python3\u4e2d\uff0c\u6700\u5e38\u7528\u7684\u5e93\u662f<code>requests<\/code>\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684API\u6765\u53d1\u9001HTTP\u8bf7\u6c42\u3002\u4f7f\u7528<code>requests<\/code>\u5e93\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u53d1\u9001GET\u6216POST\u8bf7\u6c42\u4ee5\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5b89\u88c5requests\u5e93<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u53d1\u9001GET\u8bf7\u6c42<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>url = &#39;http:\/\/example.com&#39;<\/p>\n<p>response = requests.get(url)<\/p>\n<p>print(response.status_code)  # \u6253\u5370\u54cd\u5e94\u72b6\u6001\u7801<\/p>\n<p>print(response.text)         # \u6253\u5370\u7f51\u9875\u5185\u5bb9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7<code>requests.get(url)<\/code>\u53d1\u9001\u4e86\u4e00\u4e2aGET\u8bf7\u6c42\uff0c\u5e76\u901a\u8fc7<code>response.text<\/code>\u83b7\u53d6\u7f51\u9875\u7684HTML\u5185\u5bb9\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001\u83b7\u53d6\u54cd\u5e94<\/h3>\n<\/p>\n<p><p>\u83b7\u53d6\u54cd\u5e94\u662f\u722c\u866b\u83b7\u53d6\u6570\u636e\u7684\u5173\u952e\u6b65\u9aa4\u3002\u901a\u8fc7\u8bf7\u6c42\u670d\u52a1\u5668\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u5f97\u76ee\u6807\u7f51\u9875\u7684HTML\u4ee3\u7801\uff0c\u63a5\u4e0b\u6765\u5c31\u9700\u8981\u5904\u7406\u8fd9\u4e9b\u54cd\u5e94\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5904\u7406\u54cd\u5e94<\/strong><\/p>\n<\/p>\n<p><p>\u5728\u5f97\u5230\u670d\u52a1\u5668\u7684\u54cd\u5e94\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7<code>response<\/code>\u5bf9\u8c61\u7684\u5c5e\u6027\u548c\u65b9\u6cd5\u83b7\u53d6\u6240\u9700\u7684\u4fe1\u606f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(response.content)  # \u83b7\u53d6\u54cd\u5e94\u7684\u4e8c\u8fdb\u5236\u5185\u5bb9<\/p>\n<p>print(response.headers)  # \u83b7\u53d6\u54cd\u5e94\u5934<\/p>\n<p>print(response.json())   # \u83b7\u53d6JSON\u683c\u5f0f\u7684\u54cd\u5e94\u5185\u5bb9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u9762\u7684\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u83b7\u53d6\u54cd\u5e94\u7684\u4e0d\u540c\u683c\u5f0f\u7684\u6570\u636e\uff0c\u5305\u62ec\u6587\u672c\u3001\u4e8c\u8fdb\u5236\u548cJSON\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e09\u3001\u89e3\u6790\u6570\u636e<\/h3>\n<\/p>\n<p><p>\u89e3\u6790\u6570\u636e\u662f\u6307\u4ece\u83b7\u53d6\u7684HTML\u4ee3\u7801\u4e2d\u63d0\u53d6\u6211\u4eec\u6240\u9700\u7684\u4fe1\u606f\u3002\u5e38\u7528\u7684\u89e3\u6790\u5e93\u6709<code>BeautifulSoup<\/code>\u548c<code>lxml<\/code>\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5b89\u88c5BeautifulSoup<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install beautifulsoup4<\/p>\n<p>pip install lxml<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528BeautifulSoup\u89e3\u6790HTML<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from bs4 import BeautifulSoup<\/p>\n<p>soup = BeautifulSoup(response.text, &#39;lxml&#39;)<\/p>\n<p>title = soup.title.string<\/p>\n<p>print(title)  # \u6253\u5370\u7f51\u9875\u6807\u9898<\/p>\n<h2><strong>\u67e5\u627e\u6240\u6709\u94fe\u63a5<\/strong><\/h2>\n<p>links = soup.find_all(&#39;a&#39;)<\/p>\n<p>for link in links:<\/p>\n<p>    print(link.get(&#39;href&#39;))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u7528<code>BeautifulSoup<\/code>\u89e3\u6790HTML\u6587\u6863\uff0c\u7136\u540e\u4f7f\u7528<code>soup.find_all<\/code>\u65b9\u6cd5\u67e5\u627e\u6240\u6709\u7684\u8d85\u94fe\u63a5\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u4fdd\u5b58\u6570\u636e<\/h3>\n<\/p>\n<p><p>\u4fdd\u5b58\u6570\u636e\u662f\u722c\u866b\u5de5\u4f5c\u7684\u6700\u540e\u4e00\u6b65\u3002\u63d0\u53d6\u7684\u6570\u636e\u53ef\u4ee5\u4fdd\u5b58\u5230\u6587\u4ef6\u3001\u6570\u636e\u5e93\u6216\u5176\u4ed6\u5b58\u50a8\u7cfb\u7edf\u4e2d\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u4fdd\u5b58\u5230\u6587\u4ef6<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-python\">with open(&#39;data.txt&#39;, &#39;w&#39;) as file:<\/p>\n<p>    file.write(title)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u9762\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6570\u636e\u4fdd\u5b58\u5230\u6587\u672c\u6587\u4ef6\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4fdd\u5b58\u5230\u6570\u636e\u5e93<\/strong><\/p>\n<\/p>\n<p><p>\u6570\u636e\u5e93\u662f\u5b58\u50a8\u6570\u636e\u7684\u5e38\u7528\u65b9\u5f0f\uff0c\u4f7f\u7528Python\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6570\u636e\u5b58\u50a8\u5230SQLite\u3001MySQL\u7b49\u6570\u636e\u5e93\u4e2d\u3002\u4ee5\u4e0b\u662f\u5c06\u6570\u636e\u4fdd\u5b58\u5230SQLite\u6570\u636e\u5e93\u7684\u7b80\u5355\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sqlite3<\/p>\n<p>conn = sqlite3.connect(&#39;example.db&#39;)<\/p>\n<p>c = conn.cursor()<\/p>\n<h2><strong>\u521b\u5efa\u8868<\/strong><\/h2>\n<p>c.execute(&#39;&#39;&#39;CREATE TABLE IF NOT EXISTS data<\/p>\n<p>             (title TEXT)&#39;&#39;&#39;)<\/p>\n<h2><strong>\u63d2\u5165\u6570\u636e<\/strong><\/h2>\n<p>c.execute(&quot;INSERT INTO data (title) VALUES (?)&quot;, (title,))<\/p>\n<h2><strong>\u63d0\u4ea4\u4e8b\u52a1\u5e76\u5173\u95ed\u8fde\u63a5<\/strong><\/h2>\n<p>conn.commit()<\/p>\n<p>conn.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u8fde\u63a5\u5230SQLite\u6570\u636e\u5e93\uff0c\u7136\u540e\u521b\u5efa\u8868\u5e76\u63d2\u5165\u6570\u636e\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e94\u3001\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u722c\u866b\u53ef\u80fd\u4f1a\u9047\u5230\u5404\u79cd\u95ee\u9898\uff0c\u6bd4\u5982IP\u5c01\u7981\u3001\u53cd\u722c\u866b\u673a\u5236\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>IP\u5c01\u7981<\/strong><\/p>\n<\/p>\n<p><p>\u7531\u4e8e\u9891\u7e41\u8bbf\u95ee\uff0c\u670d\u52a1\u5668\u53ef\u80fd\u4f1a\u5c01\u7981\u4f60\u7684IP\u3002\u89e3\u51b3\u65b9\u6848\u5305\u62ec\u4f7f\u7528\u4ee3\u7406IP\u3001\u964d\u4f4e\u8bf7\u6c42\u9891\u7387\u548c\u4f7f\u7528\u968f\u673aUser-Agent\u7b49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">headers = {&#39;User-Agent&#39;: &#39;Mozilla\/5.0&#39;}<\/p>\n<p>proxies = {&#39;http&#39;: &#39;http:\/\/10.10.1.10:3128&#39;}<\/p>\n<p>response = requests.get(url, headers=headers, proxies=proxies)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u9a8c\u8bc1\u7801<\/strong><\/p>\n<\/p>\n<p><p>\u6709\u4e9b\u7f51\u7ad9\u4f1a\u4f7f\u7528\u9a8c\u8bc1\u7801\u6765\u9632\u6b62\u81ea\u52a8\u722c\u866b\u3002\u53ef\u4ee5\u901a\u8fc7\u4eba\u5de5\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u6216\u8d2d\u4e70\u9a8c\u8bc1\u7801\u8bc6\u522b\u670d\u52a1\u6765\u89e3\u51b3\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u52a8\u6001\u52a0\u8f7d<\/strong><\/p>\n<\/p>\n<p><p>\u4e00\u4e9b\u7f51\u9875\u5185\u5bb9\u662f\u901a\u8fc7JavaScript\u52a8\u6001\u52a0\u8f7d\u7684\uff0c\u65e0\u6cd5\u901a\u8fc7\u7b80\u5355\u7684HTTP\u8bf7\u6c42\u83b7\u53d6\u3002\u53ef\u4ee5\u4f7f\u7528<code>selenium<\/code>\u5e93\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u6765\u83b7\u53d6\u52a8\u6001\u52a0\u8f7d\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install selenium<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><pre><code class=\"language-python\">from selenium import webdriver<\/p>\n<p>driver = webdriver.Chrome()<\/p>\n<p>driver.get(url)<\/p>\n<p>content = driver.page_source<\/p>\n<p>driver.quit()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u516d\u3001\u63d0\u9ad8\u722c\u866b\u6548\u7387\u7684\u65b9\u6cd5<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u63d0\u9ad8\u722c\u866b\u7684\u6548\u7387\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65IO<\/strong><\/p>\n<\/p>\n<p><p>\u591a\u7ebf\u7a0b\u548c\u5f02\u6b65IO\u53ef\u4ee5\u52a0\u5feb\u722c\u866b\u7684\u901f\u5ea6\uff0c\u56e0\u4e3a\u5b83\u4eec\u5141\u8bb8\u540c\u65f6\u53d1\u9001\u591a\u4e2a\u8bf7\u6c42\u3002<code>concurrent.futures<\/code>\u5e93\u548c<code>asyncio<\/code>\u5e93\u662f\u5b9e\u73b0\u591a\u7ebf\u7a0b\u548c\u5f02\u6b65IO\u7684\u5e38\u7528\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import concurrent.futures<\/p>\n<p>urls = [&#39;http:\/\/example.com\/page1&#39;, &#39;http:\/\/example.com\/page2&#39;]<\/p>\n<p>def fetch(url):<\/p>\n<p>    response = requests.get(url)<\/p>\n<p>    return response.text<\/p>\n<p>with concurrent.futures.ThreadPoolExecutor() as executor:<\/p>\n<p>    results = executor.map(fetch, urls)<\/p>\n<p>    for result in results:<\/p>\n<p>        print(result)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528\u7f13\u5b58<\/strong><\/p>\n<\/p>\n<p><p>\u4f7f\u7528\u7f13\u5b58\u53ef\u4ee5\u51cf\u5c11\u5bf9\u540c\u4e00\u7f51\u9875\u7684\u91cd\u590d\u8bf7\u6c42\uff0c\u4ece\u800c\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002<code>requests-cache<\/code>\u5e93\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7f13\u5b58\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests-cache<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><pre><code class=\"language-python\">import requests_cache<\/p>\n<p>requests_cache.install_cache(&#39;demo_cache&#39;)<\/p>\n<p>response = requests.get(url)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u4e3a<code>requests<\/code>\u5e93\u5b89\u88c5\u4e86\u4e00\u4e2a\u7f13\u5b58\uff0c\u4efb\u4f55\u8bf7\u6c42\u90fd\u4f1a\u81ea\u52a8\u7f13\u5b58\uff0c\u4ece\u800c\u52a0\u5feb\u540e\u7eed\u8bf7\u6c42\u7684\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e03\u3001\u6cd5\u5f8b\u4e0e\u9053\u5fb7<\/h3>\n<\/p>\n<p><p>\u6700\u540e\uff0c\u8fdb\u884c\u722c\u866b\u6d3b\u52a8\u65f6\u5fc5\u987b\u9075\u5faa\u6cd5\u5f8b\u6cd5\u89c4\u548c\u9053\u5fb7\u51c6\u5219\u3002\u786e\u4fdd\u4e0d\u4fb5\u72af\u4ed6\u4eba\u9690\u79c1\uff0c\u4e0d\u5bf9\u76ee\u6807\u7f51\u7ad9\u9020\u6210\u8d1f\u62c5\uff0c\u5e76\u9075\u5faa\u7f51\u7ad9\u7684<code>robots.txt<\/code>\u6587\u4ef6\u4e2d\u7684\u722c\u866b\u534f\u8bae\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\u548c\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528Python3\u5b9e\u73b0\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u722c\u866b\uff0c\u63d0\u53d6\u548c\u5b58\u50a8\u6240\u9700\u7684\u6570\u636e\u3002\u540c\u65f6\uff0c\u6ce8\u610f\u5728\u722c\u866b\u8fc7\u7a0b\u4e2d\u9075\u5faa\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u4ee5\u786e\u4fdd\u5408\u89c4\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u7528Python3\u8fdb\u884c\u7f51\u9875\u722c\u53d6\uff1f<\/strong><br \/>Python3\u63d0\u4f9b\u4e86\u591a\u79cd\u5e93\u6765\u5b9e\u73b0\u7f51\u9875\u722c\u866b\u529f\u80fd\uff0c\u6700\u5e38\u7528\u7684\u5305\u62ecRequests\u548cBeautifulSoup\u3002\u4f7f\u7528Requests\u5e93\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff0c\u800cBeautifulSoup\u5219\u53ef\u4ee5\u5e2e\u52a9\u89e3\u6790HTML\u6587\u6863\uff0c\u4ece\u4e2d\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\u3002\u4e3a\u4e86\u5f00\u59cb\uff0c\u60a8\u9700\u8981\u5b89\u88c5\u8fd9\u4e24\u4e2a\u5e93\uff1a<code>pip install requests beautifulsoup4<\/code>\u3002\u63a5\u7740\uff0c\u4f7f\u7528Requests\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\u540e\uff0c\u5229\u7528BeautifulSoup\u89e3\u6790\u5e76\u63d0\u53d6\u6709\u7528\u7684\u4fe1\u606f\u3002<\/p>\n<p><strong>\u5728\u8fdb\u884c\u722c\u866b\u65f6\uff0c\u5982\u4f55\u5904\u7406\u53cd\u722c\u866b\u673a\u5236\uff1f<\/strong><br \/>\u8bb8\u591a\u7f51\u7ad9\u4f1a\u4f7f\u7528\u53cd\u722c\u866b\u6280\u672f\u6765\u963b\u6b62\u81ea\u52a8\u5316\u7684\u8bf7\u6c42\u3002\u8981\u7ed5\u8fc7\u8fd9\u4e9b\u673a\u5236\uff0c\u53ef\u4ee5\u91c7\u53d6\u4e00\u4e9b\u7b56\u7565\uff0c\u4f8b\u5982\u8bbe\u7f6e\u8bf7\u6c42\u5934\uff08User-Agent\uff09\u4f2a\u88c5\u6210\u6d4f\u89c8\u5668\u8bf7\u6c42\uff0c\u4f7f\u7528\u4ee3\u7406IP\u6765\u9690\u85cf\u771f\u5b9eIP\u5730\u5740\uff0c\u6216\u8005\u8bbe\u7f6e\u8bf7\u6c42\u95f4\u9694\u65f6\u95f4\uff0c\u6a21\u62df\u4eba\u7c7b\u7528\u6237\u7684\u884c\u4e3a\u3002\u6b64\u5916\uff0c\u5b66\u4f1a\u89c2\u5bdf\u7f51\u9875\u7ed3\u6784\u7684\u53d8\u5316\uff0c\u53ca\u65f6\u8c03\u6574\u722c\u866b\u7b56\u7565\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n<p><strong>\u722c\u866b\u8fc7\u7a0b\u4e2d\u5982\u4f55\u5b58\u50a8\u6293\u53d6\u5230\u7684\u6570\u636e\uff1f<\/strong><br \/>\u6293\u53d6\u5230\u7684\u6570\u636e\u53ef\u4ee5\u5b58\u50a8\u5728\u591a\u79cd\u683c\u5f0f\u4e2d\uff0c\u4ee5\u4fbf\u540e\u7eed\u5206\u6790\u548c\u4f7f\u7528\u3002\u5e38\u89c1\u7684\u5b58\u50a8\u65b9\u5f0f\u5305\u62ecCSV\u6587\u4ef6\u3001Excel\u6587\u4ef6\u4ee5\u53ca\u6570\u636e\u5e93\uff08\u5982MySQL\u3001MongoDB\u7b49\uff09\u3002\u5982\u679c\u6570\u636e\u91cf\u8f83\u5c0f\uff0c\u4f7f\u7528CSV\u6587\u4ef6\u6216Excel\u6587\u4ef6\u6bd4\u8f83\u65b9\u4fbf\uff1b\u4f46\u5bf9\u4e8e\u5927\u89c4\u6a21\u6570\u636e\uff0c\u6570\u636e\u5e93\u7684\u5b58\u50a8\u548c\u7ba1\u7406\u66f4\u4e3a\u9ad8\u6548\u3002\u901a\u8fc7Python\u7684pandas\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6570\u636e\u5bfc\u51fa\u4e3aCSV\u683c\u5f0f\uff0c\u6216\u8005\u4f7f\u7528SQLAlchemy\u5e93\u4e0e\u6570\u636e\u5e93\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"PYTHON3\u722c\u866b\u7684\u57fa\u672c\u6b65\u9aa4 Python3\u722c\u866b\u7684\u57fa\u672c\u6b65\u9aa4\u5305\u62ec\uff1a\u53d1\u9001\u8bf7\u6c42\u3001\u83b7\u53d6\u54cd\u5e94\u3001\u89e3\u6790\u6570\u636e\u3001\u4fdd\u5b58\u6570\u636e\u3002 \u5176\u4e2d [&hellip;]","protected":false},"author":3,"featured_media":953398,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/953383"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=953383"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/953383\/revisions"}],"predecessor-version":[{"id":953399,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/953383\/revisions\/953399"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/953398"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=953383"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=953383"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=953383"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}