{"id":1044779,"date":"2024-12-31T13:17:35","date_gmt":"2024-12-31T05:17:35","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1044779.html"},"modified":"2024-12-31T13:17:37","modified_gmt":"2024-12-31T05:17:37","slug":"python%e5%a6%82%e4%bd%95%e6%96%b0%e5%bb%ba%e9%a1%b9%e7%9b%ae%e9%81%bf%e5%85%8d%e8%99%9a%e6%8b%9f%e7%8e%af%e5%a2%83","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1044779.html","title":{"rendered":"python\u5982\u4f55\u65b0\u5efa\u9879\u76ee\u907f\u514d\u865a\u62df\u73af\u5883"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/3f347510-584e-448e-87f9-dc6dde431aa1.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u65b0\u5efa\u9879\u76ee\u907f\u514d\u865a\u62df\u73af\u5883\" \/><\/p>\n<p><p> <strong>\u8981\u5728Python\u4e2d\u65b0\u5efa\u9879\u76ee\u5e76\u907f\u514d\u4f7f\u7528\u865a\u62df\u73af\u5883\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668\u3001\u4f7f\u7528\u5168\u5c40\u5305\u7ba1\u7406\u3001\u4f7f\u7528\u5bb9\u5668\u6280\u672f\u7b49\u65b9\u6cd5\u6765\u5b9e\u73b0\u3002<\/strong>\u5176\u4e2d\uff0c<strong>\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668<\/strong>\u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u5141\u8bb8\u4f60\u76f4\u63a5\u4f7f\u7528\u7cfb\u7edf\u7ea7\u522b\u7684Python\u89e3\u91ca\u5668\u548c\u5305\uff0c\u800c\u4e0d\u9700\u8981\u521b\u5efa\u5355\u72ec\u7684\u865a\u62df\u73af\u5883\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u5408\u90a3\u4e9b\u5bf9\u9879\u76ee\u9694\u79bb\u8981\u6c42\u4e0d\u9ad8\u7684\u60c5\u51b5\uff0c\u6216\u8005\u5728\u7279\u5b9a\u73af\u5883\u4e0b\uff0c\u5982\u5bb9\u5668\u5316\u90e8\u7f72\u4e2d\u4f7f\u7528\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002<\/p>\n<\/p>\n<h2><strong>PYTHON\u5982\u4f55\u65b0\u5efa\u9879\u76ee\u907f\u514d\u865a\u62df\u73af\u5883<\/strong><\/h2>\n<p><h2>\u4e00\u3001\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668<\/h2>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u7cfb\u7edf\u89e3\u91ca\u5668\u662f\u6700\u76f4\u63a5\u7684\u65b9\u6cd5<\/strong>\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u5728\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u5b89\u88c5\u6240\u9700\u7684Python\u7248\u672c\uff0c\u5e76\u901a\u8fc7\u7cfb\u7edf\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff08\u5982pip\uff09\u6765\u5b89\u88c5\u6240\u9700\u7684\u5e93\u548c\u4f9d\u8d56\u3002\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\u4f60\u4e0d\u9700\u8981\u5904\u7406\u865a\u62df\u73af\u5883\u7684\u521b\u5efa\u548c\u7ba1\u7406\uff0c\u4f46\u524d\u63d0\u662f\u4f60\u5fc5\u987b\u786e\u4fdd\u7cfb\u7edf\u7ea7\u522b\u7684\u4f9d\u8d56\u4e0d\u4f1a\u4ea7\u751f\u51b2\u7a81\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h3>1.1\u3001\u5b89\u88c5Python<\/h3>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u5b89\u88c5Python\uff0c\u53ef\u4ee5\u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u7684\u5305\u7ba1\u7406\u5668\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5bf9\u4e8eUbuntu\/Debian\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt update<\/p>\n<p>sudo apt install python3 python3-pip<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5bf9\u4e8eCentOS\/RHEL\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo yum install python3 python3-pip<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5bf9\u4e8eWindows\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<p>\u8bf7\u4ecePython\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5e76\u5b89\u88c5Python\uff1a<\/p>\n<p><a href=\"https:\/\/www.python.org\/downloads\/\">https:\/\/www.python.org\/downloads\/<\/a><\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>1.2\u3001\u5b89\u88c5\u6240\u9700\u5e93<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528pip\u76f4\u63a5\u5b89\u88c5\u6240\u9700\u7684\u5e93\u3002\u4f8b\u5982\uff0c\u8981\u5b89\u88c5requests\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\u5e93\u65f6\uff0c\u53ea\u9700\u8fd0\u884c\u76f8\u5e94\u7684pip\u547d\u4ee4\u5373\u53ef\u3002<\/p>\n<\/p>\n<p><h3>1.3\u3001\u65b0\u5efa\u9879\u76ee\u76ee\u5f55<\/h3>\n<\/p>\n<p><p>\u9009\u62e9\u4e00\u4e2a\u76ee\u5f55\u6765\u5b58\u653e\u4f60\u7684\u9879\u76ee\u6587\u4ef6\uff0c\u5e76\u65b0\u5efa\u9879\u76ee\u76ee\u5f55\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">mkdir my_python_project<\/p>\n<p>cd my_python_project<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>1.4\u3001\u7f16\u5199\u4ee3\u7801<\/h3>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\uff0c\u521b\u5efa\u4f60\u7684Python\u811a\u672c\u6587\u4ef6\uff0c\u5e76\u5f00\u59cb\u7f16\u5199\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u521b\u5efa\u4e00\u4e2am<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n.py\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># main.py<\/p>\n<p>import requests<\/p>\n<p>def fetch_url(url):<\/p>\n<p>    response = requests.get(url)<\/p>\n<p>    return response.text<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    url = &quot;https:\/\/www.example.com&quot;<\/p>\n<p>    content = fetch_url(url)<\/p>\n<p>    print(content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>1.5\u3001\u8fd0\u884c\u4ee3\u7801<\/h3>\n<\/p>\n<p><p>\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4f60\u7684Python\u811a\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python main.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e8c\u3001\u4f7f\u7528\u5168\u5c40\u5305\u7ba1\u7406<\/h2>\n<\/p>\n<p><p><strong>\u5168\u5c40\u5305\u7ba1\u7406<\/strong>\u662f\u53e6\u4e00\u79cd\u907f\u514d\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684\u65b9\u6cd5\u3002\u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u76f4\u63a5\u5728\u7cfb\u7edf\u7ea7\u522b\u5b89\u88c5\u548c\u7ba1\u7406\u6240\u6709Python\u5305\u6765\u5b9e\u73b0\u3002\u5168\u5c40\u5305\u7ba1\u7406\u9002\u5408\u90a3\u4e9b\u5bf9\u9879\u76ee\u9694\u79bb\u8981\u6c42\u4e0d\u9ad8\u7684\u60c5\u51b5\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u53ef\u80fd\u4f1a\u56e0\u4e3a\u4e0d\u540c\u9879\u76ee\u5bf9\u540c\u4e00\u5305\u7684\u4e0d\u540c\u7248\u672c\u8981\u6c42\u800c\u4ea7\u751f\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h3>2.1\u3001\u4f7f\u7528requirements.txt\u7ba1\u7406\u4f9d\u8d56<\/h3>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2arequirements.txt\u6587\u4ef6\uff0c\u5217\u51fa\u9879\u76ee\u6240\u9700\u7684\u6240\u6709\u4f9d\u8d56\u5305\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-txt\">requests==2.25.1<\/p>\n<p>numpy==1.19.5<\/p>\n<p>pandas==1.1.5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2.2\u3001\u5b89\u88c5\u4f9d\u8d56\u5305<\/h3>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4ee5\u5b89\u88c5requirements.txt\u4e2d\u5217\u51fa\u7684\u6240\u6709\u4f9d\u8d56\u5305\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2.3\u3001\u68c0\u67e5\u4f9d\u8d56\u5305\u7684\u7248\u672c<\/h3>\n<\/p>\n<p><p>\u786e\u4fdd\u6bcf\u6b21\u5b89\u88c5\u4f9d\u8d56\u5305\u65f6\uff0c\u6240\u6709\u5305\u7684\u7248\u672c\u4e0erequirements.txt\u4e2d\u6307\u5b9a\u7684\u7248\u672c\u4e00\u81f4\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u5df2\u5b89\u88c5\u5305\u7684\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip freeze<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e09\u3001\u4f7f\u7528\u5bb9\u5668\u6280\u672f<\/h2>\n<\/p>\n<p><p><strong>\u5bb9\u5668\u6280\u672f<\/strong>\uff0c\u5982Docker\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u73b0\u4ee3\u5316\u7684\u89e3\u51b3\u65b9\u6848\u6765\u907f\u514d\u865a\u62df\u73af\u5883\u3002\u5bb9\u5668\u6280\u672f\u80fd\u591f\u5c06\u5e94\u7528\u7a0b\u5e8f\u4e0e\u5176\u6240\u6709\u4f9d\u8d56\u9879\u6253\u5305\u5728\u4e00\u8d77\uff0c\u5e76\u5728\u4efb\u4f55\u73af\u5883\u4e2d\u8fd0\u884c\u3002\u8fd9\u6837\u505a\u53ef\u4ee5\u786e\u4fdd\u9879\u76ee\u7684\u4f9d\u8d56\u9879\u548c\u73af\u5883\u5b8c\u5168\u9694\u79bb\uff0c\u907f\u514d\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h3>3.1\u3001\u5b89\u88c5Docker<\/h3>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5Docker\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5Docker\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5bf9\u4e8eUbuntu\/Debian\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt update<\/p>\n<p>sudo apt install docker.io<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5bf9\u4e8eCentOS\/RHEL\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo yum install docker<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5bf9\u4e8eWindows\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<p>\u8bf7\u4eceDocker\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5e76\u5b89\u88c5Docker Desktop\uff1a<\/p>\n<p><a href=\"https:\/\/www.docker.com\/products\/docker-desktop\">https:\/\/www.docker.com\/products\/docker-desktop<\/a><\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>3.2\u3001\u7f16\u5199Dockerfile<\/h3>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2aDockerfile\u6587\u4ef6\uff0c\u5b9a\u4e49\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u73af\u5883\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-Dockerfile\"># Use an official Python runtime as a parent image<\/p>\n<p>FROM python:3.8-slim<\/p>\n<h2><strong>Set the working directory in the container<\/strong><\/h2>\n<p>WORKDIR \/usr\/src\/app<\/p>\n<h2><strong>Copy the current directory contents into the container at \/usr\/src\/app<\/strong><\/h2>\n<p>COPY . .<\/p>\n<h2><strong>Install any needed packages specified in requirements.txt<\/strong><\/h2>\n<p>RUN pip install --no-cache-dir -r requirements.txt<\/p>\n<h2><strong>Make port 80 available to the world outside this container<\/strong><\/h2>\n<p>EXPOSE 80<\/p>\n<h2><strong>Define environment variable<\/strong><\/h2>\n<p>ENV NAME World<\/p>\n<h2><strong>Run main.py when the container launches<\/strong><\/h2>\n<p>CMD [&quot;python&quot;, &quot;main.py&quot;]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>3.3\u3001\u6784\u5efaDocker\u955c\u50cf<\/h3>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4ee5\u6784\u5efaDocker\u955c\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">docker build -t my-python-app .<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>3.4\u3001\u8fd0\u884cDocker\u5bb9\u5668<\/h3>\n<\/p>\n<p><p>\u8fd0\u884cDocker\u5bb9\u5668\u4ee5\u542f\u52a8\u5e94\u7528\u7a0b\u5e8f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">docker run -p 4000:80 my-python-app<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u73b0\u5728\uff0c\u5e94\u7528\u7a0b\u5e8f\u6b63\u5728Docker\u5bb9\u5668\u4e2d\u8fd0\u884c\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95ee<a href=\"http:\/\/localhost:4000%E6%9D%A5%E6%9F%A5%E7%9C%8B%E5%BA%94%E7%94%A8%E7%A8%8B%E5%BA%8F%E7%9A%84%E8%BE%93%E5%87%BA%E3%80%82\">http:\/\/localhost:4000\u6765\u67e5\u770b\u5e94\u7528\u7a0b\u5e8f\u7684\u8f93\u51fa\u3002<\/a><\/p>\n<\/p>\n<p><h2>\u56db\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u901a\u8fc7<strong>\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668\u3001\u4f7f\u7528\u5168\u5c40\u5305\u7ba1\u7406\u3001\u4f7f\u7528\u5bb9\u5668\u6280\u672f<\/strong>\u7b49\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u5728Python\u4e2d\u65b0\u5efa\u9879\u76ee\u5e76\u907f\u514d\u4f7f\u7528\u865a\u62df\u73af\u5883\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u7f3a\u70b9\uff0c\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u9879\u76ee\u7684\u5177\u4f53\u9700\u6c42\u548c\u73af\u5883\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668<\/strong>\uff1a\u9002\u5408\u5c0f\u578b\u9879\u76ee\u6216\u5bf9\u4f9d\u8d56\u9694\u79bb\u8981\u6c42\u4e0d\u9ad8\u7684\u60c5\u51b5\u3002<\/li>\n<li><strong>\u4f7f\u7528\u5168\u5c40\u5305\u7ba1\u7406<\/strong>\uff1a\u9002\u5408\u4e2d\u5c0f\u578b\u9879\u76ee\uff0c\u4f46\u9700\u6ce8\u610f\u4f9d\u8d56\u51b2\u7a81\u3002<\/li>\n<li><strong>\u4f7f\u7528\u5bb9\u5668\u6280\u672f<\/strong>\uff1a\u9002\u5408\u4efb\u4f55\u89c4\u6a21\u7684\u9879\u76ee\uff0c\u63d0\u4f9b\u6700\u597d\u7684\u9694\u79bb\u6027\u548c\u53ef\u79fb\u690d\u6027\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u5408\u7406\u9009\u62e9\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u7ba1\u7406Python\u9879\u76ee\uff0c\u907f\u514d\u865a\u62df\u73af\u5883\u5e26\u6765\u7684\u590d\u6742\u6027\uff0c\u540c\u65f6\u786e\u4fdd\u9879\u76ee\u7684\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684\u60c5\u51b5\u4e0b\u521b\u5efaPython\u9879\u76ee\uff1f<\/strong><br \/>\u5728\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u7cfb\u7edf\u7684Python\u73af\u5883\u4e2d\u521b\u5efa\u9879\u76ee\u3002\u9996\u5148\uff0c\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u6587\u4ef6\u5939\u4f5c\u4e3a\u9879\u76ee\u76ee\u5f55\uff0c\u7136\u540e\u5728\u8be5\u76ee\u5f55\u4e0b\u521b\u5efa\u6240\u9700\u7684Python\u6587\u4ef6\u3002\u786e\u4fdd\u5728\u9879\u76ee\u6587\u4ef6\u4e2d\u5f15\u7528\u6240\u9700\u7684\u5e93\u65f6\uff0c\u7cfb\u7edf\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86\u8fd9\u4e9b\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528<code>pip install<\/code>\u547d\u4ee4\u6765\u5b89\u88c5\u7f3a\u5931\u7684\u5e93\u3002\u6ce8\u610f\uff0c\u8fd9\u6837\u505a\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5e93\u7248\u672c\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u9700\u8c28\u614e\u7ba1\u7406\u4f9d\u8d56\u3002<\/p>\n<p><strong>\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\u6709\u4ec0\u4e48\u6f5c\u5728\u7684\u98ce\u9669\uff1f<\/strong><br \/>\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684\u4e3b\u8981\u98ce\u9669\u5728\u4e8e\u4f9d\u8d56\u7ba1\u7406\u3002\u591a\u4e2a\u9879\u76ee\u53ef\u80fd\u4f1a\u4f9d\u8d56\u4e0d\u540c\u7248\u672c\u7684\u540c\u4e00\u5e93\uff0c\u5982\u679c\u5728\u5168\u5c40\u73af\u5883\u4e2d\u5b89\u88c5\u8fd9\u4e9b\u5e93\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u7248\u672c\u51b2\u7a81\uff0c\u8fdb\u800c\u5f71\u54cd\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u3002\u6b64\u5916\uff0c\u66f4\u65b0\u67d0\u4e2a\u5e93\u53ef\u80fd\u4f1a\u5f71\u54cd\u5176\u4ed6\u9879\u76ee\u7684\u8fd0\u884c\uff0c\u589e\u52a0\u4e86\u7ef4\u62a4\u7684\u590d\u6742\u6027\u3002\u56e0\u6b64\uff0c\u5728\u9009\u62e9\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\u65f6\uff0c\u9700\u8981\u683c\u5916\u6ce8\u610f\u7ba1\u7406\u9879\u76ee\u4f9d\u8d56\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728\u9879\u76ee\u4e2d\u7ba1\u7406\u4f9d\u8d56\u800c\u4e0d\u4f7f\u7528\u865a\u62df\u73af\u5883\uff1f<\/strong><br \/>\u53ef\u4ee5\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a<code>requirements.txt<\/code>\u6587\u4ef6\u6765\u7ba1\u7406\u9879\u76ee\u4f9d\u8d56\u3002\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u5217\u51fa\u6240\u6709\u9700\u8981\u7684\u5e93\u53ca\u5176\u7248\u672c\uff0c\u4f8b\u5982\uff1a  <\/p>\n<pre><code>numpy==1.21.0\npandas==1.3.0\n<\/code><\/pre>\n<p>\u5728\u5b8c\u6210\u6587\u4ef6\u7f16\u5199\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip install -r requirements.txt<\/code>\u547d\u4ee4\u6765\u5b89\u88c5\u8fd9\u4e9b\u4f9d\u8d56\u3002\u867d\u7136\u8fd9\u79cd\u65b9\u5f0f\u5e76\u4e0d\u5982\u865a\u62df\u73af\u5883\u90a3\u6837\u9694\u79bb\uff0c\u4f46\u5b83\u53ef\u4ee5\u5e2e\u52a9\u4f60\u6e05\u695a\u5730\u4e86\u89e3\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\uff0c\u5e76\u5728\u9700\u8981\u65f6\u8fdb\u884c\u5b89\u88c5\u548c\u66f4\u65b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u5728Python\u4e2d\u65b0\u5efa\u9879\u76ee\u5e76\u907f\u514d\u4f7f\u7528\u865a\u62df\u73af\u5883\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u7cfb\u7edf\u89e3\u91ca\u5668\u3001\u4f7f\u7528\u5168\u5c40\u5305\u7ba1\u7406\u3001\u4f7f\u7528\u5bb9\u5668\u6280\u672f\u7b49\u65b9\u6cd5\u6765\u5b9e\u73b0 [&hellip;]","protected":false},"author":3,"featured_media":1044784,"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\/1044779"}],"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=1044779"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1044779\/revisions"}],"predecessor-version":[{"id":1044789,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1044779\/revisions\/1044789"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1044784"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1044779"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1044779"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1044779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}