{"id":5356,"date":"2026-01-10T19:09:39","date_gmt":"2026-01-10T11:09:39","guid":{"rendered":"https:\/\/code.jishujc.com\/?p=5356"},"modified":"2026-01-10T19:09:39","modified_gmt":"2026-01-10T11:09:39","slug":"%e9%ab%98%e7%ba%a7%e5%bd%b1%e8%a7%86%e8%b5%84%e6%ba%90%e7%ab%99%e9%87%87%e9%9b%86%e6%8a%80%e6%9c%af%e5%88%86%e4%ba%ab%ef%bc%9a%e5%ae%9a%e5%90%91%e7%88%ac%e5%8f%96%e4%b8%8e%e8%87%aa%e5%8a%a8%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.qqjishu.com\/index.php\/2026\/01\/10\/%e9%ab%98%e7%ba%a7%e5%bd%b1%e8%a7%86%e8%b5%84%e6%ba%90%e7%ab%99%e9%87%87%e9%9b%86%e6%8a%80%e6%9c%af%e5%88%86%e4%ba%ab%ef%bc%9a%e5%ae%9a%e5%90%91%e7%88%ac%e5%8f%96%e4%b8%8e%e8%87%aa%e5%8a%a8%e5%8c%96\/","title":{"rendered":"\u9ad8\u7ea7\u5f71\u89c6\u8d44\u6e90\u7ad9\u91c7\u96c6\u6280\u672f\u5206\u4eab\uff1a\u5b9a\u5411\u722c\u53d6\u4e0e\u81ea\u52a8\u5316\u6574\u7406\u6d41\u7a0b"},"content":{"rendered":"<p class=\"ds-markdown-paragraph\">\u5f53\u57fa\u7840\u91c7\u96c6\u6ee1\u8db3\u4e0d\u4e86\u9700\u6c42\u65f6\uff0c\u6211\u4eec\u9700\u8981\u66f4\u9ad8\u7ea7\u7684\u6280\u672f\u6765\u5e94\u5bf9\u590d\u6742\u573a\u666f\uff0c\u6bd4\u5982\u5b9a\u5411\u722c\u53d6\u7279\u5b9a\u5bfc\u6f14\u7684\u6240\u6709\u4f5c\u54c1\uff0c\u5e76\u81ea\u52a8\u5316\u6574\u7406\u6210\u4e00\u4efd\u7cbe\u7f8e\u7684\u62a5\u544a\u3002\u672c\u6587\u5c06\u5206\u4eab\u8fd9\u4e00\u5b8c\u6574\u6d41\u7a0b\u7684\u9ad8\u7ea7\u5b9e\u73b0\u601d\u8def\u3002<\/p>\n<p class=\"ds-markdown-paragraph\"><strong>\u573a\u666f\u8bbe\u5b9a<\/strong>\uff1a\u6211\u4eec\u5e0c\u671b\u6784\u5efa\u4e00\u4e2a\u7cfb\u7edf\uff0c\u8f93\u5165\u4e00\u4f4d\u5bfc\u6f14\u7684\u540d\u5b57\uff08\u5982\u201c\u514b\u91cc\u65af\u6258\u5f17\u00b7\u8bfa\u5170\u201d\uff09\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u4ece\u591a\u4e2a\u6765\u6e90\uff08TMDb\uff0c \u8c46\u74e3\uff0c 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API\uff09<\/strong>\uff1a\u901a\u8fc7\u641c\u7d22\u5bfc\u6f14\u4eba\u540d\uff0c\u83b7\u53d6\u5176<code>person_id<\/code>\uff0c\u518d\u8c03\u7528<code>\/person\/{person_id}\/movie_credits<\/code>\u63a5\u53e3\uff0c\u83b7\u53d6\u5176\u4f5c\u4e3a\u5bfc\u6f14\u53c2\u4e0e\u7684\u6240\u6709\u7535\u5f71ID\u5217\u8868\u3002\u7136\u540e\u6839\u636e\u7535\u5f71ID\u6279\u91cf\u83b7\u53d6\u6bcf\u90e8\u7535\u5f71\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u8fd9\u662f\u6700\u51c6\u786e\u3001\u6700\u7ed3\u6784\u5316\u7684\u65b9\u5f0f\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u8865\u5145\u4e0e\u9a8c\u8bc1\u6e90\uff08\u8c46\u74e3\/IMDb\uff09<\/strong>\uff1a\u7531\u4e8eTMDb\u7684\u4e2d\u6587\u6570\u636e\u53ef\u80fd\u4e0d\u5168\uff0c\u6211\u4eec\u9700\u8981\u7528\u7535\u5f71\u82f1\u6587\u540d\/\u5e74\u4efd\u53bb\u8c46\u74e3\u6216IMDb\u8fdb\u884c\u5339\u914d\uff0c\u8865\u5145\u4e2d\u6587\u7b80\u4ecb\u3001\u66f4\u7b26\u5408\u56fd\u5185\u53e3\u5473\u7684\u8bc4\u5206\u7b49\u4fe1\u606f\u3002\u8fd9\u91cc\u53ef\u80fd\u9700\u8981\u7528\u5230<strong>\u6a21\u7cca\u5339\u914d\u7b97\u6cd5<\/strong>\uff08\u5982\u8ba1\u7b97\u5b57\u7b26\u4e32\u76f8\u4f3c\u5ea6\uff09\uff0c\u56e0\u4e3a\u4e0d\u540c\u5e73\u53f0\u5bf9\u540c\u4e00\u7535\u5f71\u7684\u547d\u540d\u53ef\u80fd\u6709\u7ec6\u5fae\u5dee\u522b\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u6269\u5c55\u4fe1\u606f\u6e90\uff08\u65b0\u95fb\/\u8bbf\u8c08\uff09<\/strong>\uff1a\u4f7f\u7528Google Custom Search API\u6216\u7279\u5b9a\u65b0\u95fb\u7f51\u7ad9\u7684\u7ad9\u5185\u641c\u7d22\uff0c\u4ee5\u201c\u5bfc\u6f14\u540d + \u7535\u5f71\u540d + \u8bbf\u8c08\u201d\u4e3a\u5173\u952e\u8bcd\uff0c\u722c\u53d6\u524d\u51e0\u6761\u7ed3\u679c\u7684\u6458\u8981\u6216\u94fe\u63a5\uff0c\u4f5c\u4e3a\u5a92\u4f53\u62a5\u9053\u7684\u8865\u5145\u3002<\/p>\n<\/li>\n<\/ol>\n<p class=\"ds-markdown-paragraph\"><strong>\u6280\u672f\u8981\u70b9<\/strong>\uff1a<\/p>\n<ul>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u5f02\u6b65\u5e76\u53d1<\/strong>\uff1a\u5bf9\u4e0d\u540c\u7535\u5f71\u7684\u4fe1\u606f\u8bf7\u6c42\uff0c\u4f7f\u7528<code>asyncio<\/code>\u00a0+\u00a0<code>aiohttp<\/code>\u8fdb\u884c\u5e76\u53d1\u5904\u7406\uff0c\u901f\u5ea6\u8fdc\u8d85\u4e32\u884c\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u6570\u636e\u878d\u5408<\/strong>\uff1a\u8bbe\u8ba1\u4e00\u4e2a\u4e3b\u6570\u636e\u6a21\u578b\uff08\u4ee5TMDb\u6570\u636e\u4e3a\u9aa8\u67b6\uff09\uff0c\u5c06\u5176\u4ed6\u6765\u6e90\u7684\u6570\u636e\u4f5c\u4e3a\u5b57\u6bb5\u8865\u5145\u8fdb\u53bb\uff0c\u5e76\u5904\u7406\u51b2\u7a81\uff08\u5982\u8bc4\u5206\u53d6\u5e73\u5747\u503c\u6216\u5206\u522b\u4fdd\u5b58\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p class=\"ds-markdown-paragraph\"><strong>\u7b2c\u4e8c\u90e8\u5206\uff1a\u81ea\u52a8\u5316\u6574\u7406\u4e0e\u5b58\u50a8<\/strong><br \/>\n\u91c7\u96c6\u5230\u7684\u539f\u59cb\u6570\u636e\u662f\u6742\u4e71\u7684JSON\u548cHTML\u7247\u6bb5\uff0c\u9700\u8981\u6e05\u6d17\u548c\u7ed3\u6784\u5316\u3002<\/p>\n<ol start=\"1\">\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u6570\u636e\u6e05\u6d17<\/strong>\uff1a\u4f7f\u7528<code>Pandas<\/code>\u8fdb\u884c\u6570\u636e\u6e05\u6d17\uff0c\u5904\u7406\u7f3a\u5931\u503c\u3001\u7edf\u4e00\u65e5\u671f\u683c\u5f0f\u3001\u89c4\u8303\u5316\u7247\u540d\uff08\u53bb\u9664\u591a\u4f59\u7a7a\u683c\u3001\u6807\u70b9\uff09\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u5a92\u4f53\u6587\u4ef6\u7ba1\u7406<\/strong>\uff1a\u5c06\u7535\u5f71\u6d77\u62a5\u4eceURL\u4e0b\u8f7d\u5230\u672c\u5730\u6216\u4e91\u5b58\u50a8\uff08\u5982\u4e03\u725b\u4e91\u3001AWS S3\uff09\uff0c\u5e76\u751f\u6210\u7f29\u7565\u56fe\u3002\u5728\u6570\u636e\u5e93\u4e2d\u53ea\u4fdd\u5b58\u6587\u4ef6\u8def\u5f84\u6216URL\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u5173\u7cfb\u578b\u5b58\u50a8<\/strong>\uff1a\u4e3a\u4e86\u66f4\u597d\u5730\u8fdb\u884c\u5173\u7cfb\u67e5\u8be2\uff08\u5982\u201c\u627e\u51faA\u5bfc\u6f14\u548cB\u6f14\u5458\u5408\u4f5c\u8fc7\u7684\u6240\u6709\u7535\u5f71\u201d\uff09\uff0c\u5efa\u8bae\u4f7f\u7528\u5173\u7cfb\u6570\u636e\u5e93\uff08\u5982PostgreSQL\uff09\uff0c\u5e76\u8bbe\u8ba1\u5408\u7406\u7684\u8868\u7ed3\u6784\uff1a<\/p>\n<ul>\n<li>\n<p class=\"ds-markdown-paragraph\"><code>directors<\/code>\u8868\uff1a\u5bfc\u6f14\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><code>movies<\/code>\u8868\uff1a\u7535\u5f71\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><code>persons<\/code>\u8868\uff1a\u6f14\u5458\u7b49\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\">\u5173\u8054\u8868\uff1a<code>director_movie<\/code>\uff0c\u00a0<code>movie_actor<\/code>\u7b49\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p class=\"ds-markdown-paragraph\"><strong>\u7b2c\u4e09\u90e8\u5206\uff1a\u62a5\u544a\u751f\u6210\u4e0e\u5c55\u793a<\/strong><\/p>\n<ol start=\"1\">\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u81ea\u52a8\u5316\u62a5\u544a\uff08PDF\uff09<\/strong>\uff1a\u4f7f\u7528<code>Jinja2<\/code>\u6a21\u677f\u5f15\u64ce\uff0c\u5c06\u6570\u636e\u586b\u5145\u5230\u4e00\u4e2aHTML\u62a5\u544a\u6a21\u677f\u4e2d\uff0c\u7136\u540e\u4f7f\u7528<code>WeasyPrint<\/code>\u6216<code>wkhtmltopdf<\/code>\u5c06HTML\u6e32\u67d3\u4e3a\u7cbe\u7f8e\u7684PDF\u6587\u6863\u3002\u6a21\u677f\u4e2d\u53ef\u4ee5\u5305\u542b\u56fe\u8868\uff08\u4f7f\u7528<code>matplotlib<\/code>\u6216<code>Plotly<\/code>\u751f\u6210\u5bfc\u6f14\u4f5c\u54c1\u8bc4\u5206\u8d8b\u52bf\u56fe\uff09\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u4ea4\u4e92\u5f0f\u770b\u677f\uff08Web\uff09<\/strong>\uff1a\u4f7f\u7528\u8f7b\u91cf\u7ea7\u6846\u67b6\u5982<code>Flask<\/code>\u6216<code>Streamlit<\/code>\u5feb\u901f\u6784\u5efa\u4e00\u4e2a\u5185\u90e8\u770b\u677f\u3002Streamlit\u5c24\u5176\u9002\u5408\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u5c06\u6570\u636e\u8f6c\u4e3a\u53ef\u641c\u7d22\u3001\u53ef\u7b5b\u9009\u7684\u4ea4\u4e92\u5f0fWeb\u5e94\u7528\u3002<\/p>\n<\/li>\n<\/ol>\n<p class=\"ds-markdown-paragraph\"><strong>\u9ad8\u7ea7\u6280\u5de7\u4e0e\u8d44\u6e90<\/strong>\uff1a<\/p>\n<ul>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u5bb9\u9519\u4e0e\u91cd\u8bd5<\/strong>\uff1a\u5bf9\u6bcf\u4e00\u4e2a\u7f51\u7edc\u8bf7\u6c42\u6b65\u9aa4\uff0c\u90fd\u8981\u6709\u5b8c\u5584\u7684\u5f02\u5e38\u5904\u7406\u548c\u6307\u6570\u9000\u907f\u91cd\u8bd5\u673a\u5236\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u4efb\u52a1\u961f\u5217<\/strong>\uff1a\u5bf9\u4e8e\u8017\u65f6\u7684\u5bfc\u6f14\u4f5c\u54c1\u5168\u96c6\u91c7\u96c6\u4efb\u52a1\uff0c\u53ef\u4ee5\u5c06\u5176\u653e\u5165\u4efb\u52a1\u961f\u5217\uff08\u5982<code>Celery<\/code>\u00a0+\u00a0<code>Redis<\/code>\uff09\uff0c\u5b9e\u73b0\u5f02\u6b65\u6267\u884c\u548c\u8fdb\u5ea6\u76d1\u63a7\u3002<\/p>\n<\/li>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>\u590d\u7528\u9ad8\u7ea7\u6846\u67b6<\/strong>\uff1a\u8fd9\u7c7b\u591a\u6e90\u5b9a\u5411\u91c7\u96c6\u7cfb\u7edf\u67b6\u6784\u590d\u6742\u3002\u5f3a\u70c8\u5efa\u8bae\u5728\u5f00\u53d1\u524d\uff0c\u5148\u7814\u7a76\u00a0<strong>\u6a21\u677f\u6c47\uff08<a href=\"https:\/\/www.qqjishu.com\/\" target=\"_blank\" rel=\"noopener 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