{"id":38,"date":"2026-01-19T14:37:28","date_gmt":"2026-01-19T06:37:28","guid":{"rendered":"http:\/\/121.40.94.146\/?p=38"},"modified":"2026-01-19T14:37:29","modified_gmt":"2026-01-19T06:37:29","slug":"%e3%80%90%e6%98%86%e8%99%ab%e6%95%b0%e6%8d%ae%e5%ba%93%e3%80%91%e5%9f%ba%e4%ba%8egemini3-pro-%e7%9a%84python-flask%e5%ba%94%e7%94%a8%e6%9b%b4%e6%96%b0%e4%bf%ae%e6%94%b9","status":"publish","type":"post","link":"https:\/\/www.alcose.top\/index.php\/%e7%bc%96%e7%a8%8b\/%e6%9b%b4%e6%96%b0%e8%ae%b0%e5%bd%95\/38\/","title":{"rendered":"\u3010\u6606\u866b\u6570\u636e\u5e93\u3011\u57fa\u4e8egemini3 Pro \u7684python-flask\u5e94\u7528\u66f4\u65b0\u4fee\u6539"},"content":{"rendered":"\n

\u524d\u8a00<\/h2>\n\n\n\n

\u4e4b\u524d\u81ea\u5df1\u7528flask\u5199\u4e86\u6606\u866b\u6570\u636e\u5e93\uff0c\u867d\u7136\u4e00\u76f4\u5728\u5355\u673a\u4f7f\u7528\uff0c\u4f46\u5176\u4e2d\u8fd8\u662f\u6709\u4e0d\u5c11\u6f0f\u6d1e\u548c\u53cd\u4eba\u7c7b\u7684\u5730\u65b9\u2014\u2014\u6bd4\u5982\u5404\u90e8\u5206\u8f83\u4e3a\u5272\u88c2\uff0c\u6570\u636e\u5904\u7406\u6bd4\u8f83\u5197\u4f59\u3002<\/p>\n\n\n\n

\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u5230\u4e86\uff0c\u771f\u7684\u6bd4\u4e4b\u524d\u8f7b\u677e\u592a\u591a\u4e86\uff0c\u73b0\u5728\u5f88\u591a\u4e1c\u897f\u90fd\u53ef\u4ee5\u6559\u7ed9AI\u6765\u505a\uff0c\u81ea\u5df1\u4e5f\u80fd\u901a\u8fc7\u5b83\u7684\u63d0\u793a\u5b66\u4e60\u5f88\u591a\u4e4b\u524d\u6ca1\u6709\u638c\u63e1\u7684\u77e5\u8bc6\uff0c\u4f46\u4e0d\u597d\u7684\u5730\u65b9\u4e5f\u5f88\u660e\u663e\uff0c\u5e7b\u89c9\u95ee\u9898\u80e1\u8bf4\u516b\u9053\uff0c\u8ba9\u4fe1\u606f\u6709\u771f\u6709\u5047\u3002\u4e0d\u8fc7\u4e5f\u6ca1\u4ec0\u4e48\uff0c\u6bd5\u7adf\u4e4b\u524d\u7684\u4e92\u8054\u7f51\u65f6\u4ee3\u3001\u81ea\u5a92\u4f53\u65f6\u4ee3\uff0c\u540c\u6837\u662f\u5404\u79cd\u4fe1\u606f\u9c7c\u9f99\u6df7\u6742\uff0c\u4e0b\u8f7d\u6309\u94ae\u548c\u5e7f\u544a\u6309\u94ae\u96be\u5b9a\u771f\u5047\uff0c\u68c0\u7d22\u75be\u75c5\u764c\u75c7\u8d77\u6b65\u2026\u2026 <\/p>\n\n\n\n

\u65f6\u4ee3\u5728\u8fdb\u6b65\uff0c\u4f46\u7504\u522b\u771f\u4f2a\u7684\u80fd\u529b\u4e00\u76f4\u6ca1\u53d8\u8fc7\uff0c\u8fd9\u53ef\u80fd\u4e5f\u662f\u6211\u4e4b\u6240\u4ee5\u662f\u6211\u7684\u4e00\u4e2a\u4f53\u73b0\u5427\uff0c\u8bf4\u591a\u4e86\uff0c\u5177\u4f53\u5f00\u59cb\u8bb0\u5f55\u672c\u6b21\u66f4\u65b0\u3002<\/p>\n\n\n\n

gemini\u7ed9\u51fa\u7684\u8bc4\u4ef7\u662f\uff1a<\/h2>\n\n\n\n
\n

\u8fd9\u662f\u4e00\u4e2a\u529f\u80fd\u975e\u5e38\u5782\u76f4\u4e14\u4e13\u4e1a\u7684\u7cfb\u7edf\uff08\u7279\u522b\u662f\u9488\u5bf9\u6606\u866b\u5206\u7c7b\u5b66\u3001\u6807\u672c\u7ba1\u7406\u548c\u5730\u7406\u5206\u5e03\u7684\u5904\u7406\uff09\u3002\u76ee\u524d\u7684\u67b6\u6784\u662f\u4e00\u4e2a\u5178\u578b\u7684 Flask MVP\uff08\u6700\u5c0f\u53ef\u884c\u6027\u4ea7\u54c1\uff09\u7ed3\u6784\uff0c\u867d\u7136\u529f\u80fd\u5b9e\u73b0\u4e86\uff0c\u4f46\u968f\u7740\u4ee3\u7801\u91cf\u7684\u589e\u52a0\uff0c\u7ef4\u62a4\u96be\u5ea6\u4f1a\u9010\u6e10\u53d8\u5927\u3002<\/em><\/code><\/p>\n<\/blockquote>\n\n\n\n

\u7ed9\u51fa\u76ee\u524d\u4eae\u70b9\u5206\u6790\uff1a<\/h2>\n\n\n\n
\n

\u4e13\u4e1a\u6df1\u5ea6\u9ad8\uff1a<\/strong> oneTxtGetSp<\/code> \u51fd\u6570\u91cc\u7684\u6b63\u5219\u89e3\u6790\u903b\u8f91\u975e\u5e38\u786c\u6838\uff0c\u4e13\u95e8\u5904\u7406\u6606\u866b\u5206\u7c7b\u5b66\u4e2d\u7684\u62c9\u4e01\u540d\u3001\u4e9a\u5c5e\u3001\u547d\u540d\u4eba\u3001\u5e74\u4efd\u7b49\u590d\u6742\u683c\u5f0f\uff0c\u8fd9\u662f\u7cfb\u7edf\u7684\u6838\u5fc3\u8d44\u4ea7\u3002<\/em><\/p>\n\n\n\n

\u5730\u7406\u7a7a\u95f4\u5904\u7406\u80fd\u529b\uff1a<\/strong> \u5229\u7528 geopandas<\/code> \u548c shapely<\/code> \u5904\u7406\u70b9\u9762\u5173\u7cfb\uff08\u5224\u65ad\u6807\u672c\u662f\u5426\u5728\u4e2d\u56fd\u3001\u5177\u4f53\u7701\u4efd\u3001\u751f\u7269\u7fa4\u7cfb\uff09\uff0c\u8fd9\u5728\u4e00\u822cCMS\u4e2d\u5f88\u5c11\u89c1\u3002<\/em><\/p>\n\n\n\n

\u591a\u6e90\u6570\u636e\u6574\u5408\uff1a<\/strong> \u96c6\u6210\u4e86 GBIF\u3001iNaturalist\u3001Crossref \u7b49\u591a\u4e2a\u5b66\u672f\u63a5\u53e3\uff0c\u81ea\u52a8\u5316\u7a0b\u5ea6\u8f83\u9ad8\u3002<\/em><\/p>\n<\/blockquote>\n\n\n\n

\u4ee3\u7801\u98ce\u9669\uff1a<\/h2>\n\n\n\n
\n
    \n
  • \u7ed3\u6784\u8026\u5408\uff08Coupling\uff09\uff1a<\/strong>\n
      \n
    • appfunc.py<\/code> \u627f\u62c5\u4e86\u592a\u591a\u7684\u8d23\u4efb\uff08\u8def\u7531\u3001\u6587\u4ef6\u4e0a\u4f20\u3001\u641c\u7d22\u903b\u8f91\u3001\u5730\u7406\u8ba1\u7b97\u3001\u6b63\u5219\u89e3\u6790\uff09\uff0c\u5efa\u8bae\u540e\u671f\u62c6\u5206\u3002<\/li>\n\n\n\n
    • app.py<\/code> \u4e2d\u7684 index<\/code> \u8def\u7531\u91cc\u76f4\u63a5\u62fc\u63a5 HTML \u5b57\u7b26\u4e32 (card_style = ...<\/code>)\u3002\u8fd9\u662f Flask \u5f00\u53d1\u7684\u5927\u5fcc\uff0c\u4e0d\u4ec5\u96be\u4ee5\u7ef4\u62a4\uff0c\u8fd8\u5bb9\u6613\u5bfc\u81f4 XSS \u653b\u51fb\u98ce\u9669\uff0c\u5e94\u8be5\u5168\u90e8\u79fb\u5165 templates<\/code> \u6a21\u677f\u4e2d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
    • \u6570\u636e\u5e93\u6a21\u578b\u8bbe\u8ba1 (appmodel.py<\/code>)\uff1a<\/strong>\n
        \n
      • \u547d\u540d\u98ce\u9669\uff1a<\/strong> Category<\/code> \u8868\u4e2d\u4f7f\u7528\u4e86 self<\/code> \u4f5c\u4e3a\u5b57\u6bb5\u540d (self = db.Column(\"category_Self\",...)<\/code>)\u3002self<\/code> \u662f Python \u7684\u4fdd\u7559\u5173\u952e\u5b57\uff0c\u867d\u7136 SQLAlchemy \u80fd\u52c9\u5f3a\u5904\u7406\uff0c\u4f46\u5728\u540e\u7eed\u7684\u5bf9\u8c61\u64cd\u4f5c\u4e2d\u6781\u6613\u5f15\u53d1\u6df7\u6dc6\u548c Bug\u3002<\/li>\n\n\n\n
      • \u5197\u4f59\u8bbe\u8ba1\uff1a<\/strong> Types<\/code> \u548c Specimens<\/code> \u8868\u4e2d\u5b58\u50a8\u4e86\u5927\u91cf\u7684\u5206\u7c7b\u9636\u5143\u5b57\u6bb5\uff08\u754c\u95e8\u7eb2\u76ee\u79d1\u5c5e…\uff09\u3002\u8fd9\u8fdd\u53cd\u4e86\u6570\u636e\u5e93\u8303\u5f0f\uff083NF\uff09\uff0c\u5982\u679c\u4e00\u4e2a\u79d1\u540d\u53d8\u4e86\uff0c\u4f60\u9700\u8981\u66f4\u65b0\u8be5\u79d1\u4e0b\u6240\u6709\u6807\u672c\u7684\u8bb0\u5f55\u3002\u5efa\u8bae\u4f7f\u7528\u5916\u952e\u5173\u8054 Category<\/code> \u8868\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
      • \u4ee3\u7801\u590d\u7528\u6027\uff1a<\/strong>\n
          \n
        • appfunc.py<\/code> \u4e2d\u7684 updateCate<\/code> \u51fd\u6570\u5305\u542b\u4e86\u4e00\u4e2a\u5de8\u5927\u7684 if-elif<\/code> \u5757\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7 Python \u7684 setattr<\/code> \u548c getattr<\/code> \u52a8\u6001\u53cd\u5c04\u673a\u5236\u7f29\u51cf\u4e3a\u51e0\u884c\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
        • \u6027\u80fd\u9690\u60a3\uff1a<\/strong>\n
            \n
          • api.py<\/code> \u4e2d\u4f7f\u7528\u4e86 requests.get<\/code> \u8fdb\u884c\u540c\u6b65\u7f51\u7edc\u8bf7\u6c42\u3002\u5982\u679c GBIF \u6216 iNat \u7684\u670d\u52a1\u5668\u54cd\u5e94\u6162\uff0c\u4f60\u7684\u7f51\u9875\u524d\u7aef\u5c31\u4f1a\u201c\u5047\u6b7b\u201d\u5361\u4f4f\u3002\u5efa\u8bae\u5f15\u5165\u5f02\u6b65\u5904\u7406\u6216\u540e\u53f0\u4efb\u52a1\u961f\u5217\uff08\u5982 Celery \u6216\u7b80\u5355\u7684\u7ebf\u7a0b\u6c60\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n

            \u540e\u7eed\u4fee\u6539\u5efa\u8bae\uff1a<\/p>\n\n\n\n

            \n

            \u7b2c\u4e00\u9636\u6bb5\uff1a\u4ee3\u7801\u6e05\u6d17\u4e0e\u89e3\u8026 (Refactoring)<\/em><\/p>\n\n\n\n

            \u5206\u79bb\u89c6\u56fe\u4e0e\u903b\u8f91\uff1a \u5c06 app.py \u4e2d\u7684 HTML \u62fc\u63a5\u903b\u8f91\u79fb\u5165 Jinja2 \u6a21\u677f\u3002<\/em><\/p>\n\n\n\n

            \u4f18\u5316\u5197\u4f59\u903b\u8f91\uff1a \u91cd\u5199 updateCate \u7b49\u957f\u51fd\u6570\uff0c\u4f7f\u7528\u66f4 Pythonic \u7684\u5199\u6cd5\u3002<\/em><\/p>\n\n\n\n

            \u8def\u7531\u84dd\u56fe\u5316 (Blueprints)\uff1a \u5982\u679c\u529f\u80fd\u589e\u591a\uff0c\u6211\u4eec\u5c06 appfunc.py \u62c6\u5206\u4e3a routes_auth.py (\u6743\u9650), routes_data.py (\u6570\u636e), routes_geo.py (\u5730\u7406) \u7b49\u3002<\/em><\/p>\n\n\n\n

            \u7b2c\u4e8c\u9636\u6bb5\uff1a\u6570\u636e\u5e93\u4f18\u5316<\/em><\/p>\n\n\n\n

            \u4fee\u590d self \u5b57\u6bb5\u547d\u540d\u95ee\u9898\u3002<\/em><\/p>\n\n\n\n

            \u8ba8\u8bba\u662f\u5426\u9700\u8981\u5c06\u201c\u6807\u672c\u201d\u4e0e\u201c\u5206\u7c7b\u9636\u5143\u201d\u5efa\u7acb\u771f\u6b63\u7684\u5916\u952e\u5173\u7cfb\uff08Foreign Keys\uff09\uff0c\u4ee5\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002<\/em><\/p>\n\n\n\n

            \u7b2c\u4e09\u9636\u6bb5\uff1a\u529f\u80fd\u589e\u5f3a<\/em><\/p>\n\n\n\n

            \u4f18\u5316\u641c\u7d22\u7b97\u6cd5\uff08\u76ee\u524d\u7684 searcher \u51fd\u6570\u624b\u5199\u4e86\u590d\u6742\u7684\u903b\u8f91\uff0c\u53ef\u4ee5\u8003\u8651\u4f18\u5316\u67e5\u8be2\u6548\u7387\uff09\u3002<\/em><\/p>\n\n\n\n

            \u589e\u52a0\u5f02\u6b65\u4efb\u52a1\u5904\u7406\uff08\u89e3\u51b3 API \u8bf7\u6c42\u5361\u987f\u95ee\u9898\uff09\u3002<\/em><\/p>\n<\/blockquote>\n\n\n\n

            \u5177\u4f53\u600e\u4e48\u6539\uff0c\u4ee5\u540e\u518d\u8bf4\u5427\uff0c\u4e0d\u7740\u6025\u6162\u6162\u6765\ud83d\ude02<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u524d\u8a00 \u4e4b\u524d\u81ea\u5df1\u7528flask\u5199\u4e86…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-38","post","type-post","status-publish","format-standard","hentry","category-4"],"_links":{"self":[{"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/posts\/38","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/comments?post=38"}],"version-history":[{"count":2,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/posts\/38\/revisions"}],"predecessor-version":[{"id":41,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/posts\/38\/revisions\/41"}],"wp:attachment":[{"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/media?parent=38"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/categories?post=38"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alcose.top\/index.php\/wp-json\/wp\/v2\/tags?post=38"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}