{"id":944772,"date":"2024-12-26T23:12:51","date_gmt":"2024-12-26T15:12:51","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/944772.html"},"modified":"2024-12-26T23:12:53","modified_gmt":"2024-12-26T15:12:53","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e5%bc%95%e6%93%8e","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/944772.html","title":{"rendered":"\u5982\u4f55\u7528python\u5f15\u64ce"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25081617\/e9ad3db5-7039-4f09-a12a-523bd9190a98.webp\" alt=\"\u5982\u4f55\u7528python\u5f15\u64ce\" \/><\/p>\n<p><p> <strong>\u8981\u5728Python\u4e2d\u4f7f\u7528\u5f15\u64ce\uff0c\u53ef\u4ee5\u9009\u62e9\u5408\u9002\u7684\u5e93\u3001\u4e86\u89e3\u5f15\u64ce\u7684\u5e94\u7528\u573a\u666f\u3001\u638c\u63e1\u57fa\u672c\u7684\u4f7f\u7528\u65b9\u6cd5\u3002<\/strong> Python\u662f\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\uff0c\u4f7f\u5f97\u5728Python\u4e2d\u4f7f\u7528\u5404\u79cd\u5f15\u64ce\u53d8\u5f97\u76f8\u5bf9\u7b80\u5355\u3002\u4e0d\u8bba\u662f\u6e38\u620f\u5f15\u64ce\u3001\u641c\u7d22\u5f15\u64ce\u8fd8\u662f\u8ba1\u7b97\u5f15\u64ce\uff0cPython\u90fd\u63d0\u4f9b\u4e86\u76f8\u5e94\u7684\u652f\u6301\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528\u4e00\u4e9b\u5e38\u89c1\u7684\u5f15\u64ce\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u5f15\u64ce<\/p>\n<\/p>\n<p><p>Python\u652f\u6301\u591a\u79cd\u7c7b\u578b\u7684\u5f15\u64ce\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6e38\u620f\u5f15\u64ce<\/strong>\uff1aPygame\u3001Panda3D\u3001Godot\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Pygame<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u4e13\u4e3aPython\u8bbe\u8ba1\u7684\u6e38\u620f\u5f00\u53d1\u5e93\uff0c\u9002\u54082D\u6e38\u620f\u5f00\u53d1\u3002Pygame\u63d0\u4f9b\u4e86\u56fe\u50cf\u548c\u58f0\u97f3\u5904\u7406\u7684\u57fa\u672c\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5236\u4f5c\u7b80\u5355\u7684\u6e38\u620f\u3002\u5b89\u88c5Pygame\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u4f7f\u7528pip\u547d\u4ee4\u5373\u53ef\uff1a<code>pip install pygame<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>Panda3D<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u5f00\u6e90\u76843D\u6e38\u620f\u5f15\u64ce\uff0c\u652f\u6301Python\u7f16\u7a0b\u3002Panda3D\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u5f62\u6e32\u67d3\u529f\u80fd\uff0c\u5e76\u4e14\u53ef\u4ee5\u5904\u7406\u590d\u6742\u76843D\u6a21\u578b\u548c\u52a8\u753b\u3002Panda3D\u7684\u5b89\u88c5\u53ef\u4ee5\u901a\u8fc7conda\u6216pip\u5b8c\u6210\uff1a<code>pip install panda3d<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u641c\u7d22\u5f15\u64ce<\/strong>\uff1aWhoosh\u3001Elasticsearch-py\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Whoosh<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8ePython\u7684\u7eaf\u6587\u672c\u641c\u7d22\u5f15\u64ce\u5e93\u3002Whoosh\u63d0\u4f9b\u4e86\u521b\u5efa\u7d22\u5f15\u3001\u67e5\u8be2\u548c\u68c0\u7d22\u6587\u6863\u7684\u529f\u80fd\uff0c\u975e\u5e38\u9002\u5408\u5c0f\u578b\u9879\u76ee\u3002\u5b89\u88c5Whoosh\u540c\u6837\u7b80\u5355\uff0c\u4f7f\u7528pip\u5373\u53ef\uff1a<code>pip install whoosh<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>Elasticsearch-py<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u5b98\u65b9\u7684Python\u5ba2\u6237\u7aef\uff0c\u7528\u4e8e\u4e0eElasticsearch\u4ea4\u4e92\u3002Elasticsearch\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5168\u6587\u641c\u7d22\u5f15\u64ce\uff0c\u9002\u7528\u4e8e\u5927\u578b\u9879\u76ee\u3002\u5b89\u88c5Elasticsearch-py\u53ef\u4ee5\u901a\u8fc7pip\u5b8c\u6210\uff1a<code>pip install elasticsearch<\/code>.<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u8ba1\u7b97\u5f15\u64ce<\/strong>\uff1aNumPy\u3001SciPy\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>NumPy<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u591a\u7ef4\u6570\u7ec4\u5bf9\u8c61\u4ee5\u53ca\u591a\u79cd\u6570\u5b66\u51fd\u6570\u5e93\u3002NumPy\u662fPython\u79d1\u5b66\u8ba1\u7b97\u7684\u57fa\u7840\uff0c\u8bb8\u591a\u5176\u4ed6\u5e93\uff08\u5982SciPy\u3001Pandas\uff09\u90fd\u662f\u57fa\u4e8eNumPy\u6784\u5efa\u7684\u3002\u5b89\u88c5NumPy\u53ef\u4ee5\u901a\u8fc7pip\u5b8c\u6210\uff1a<code>pip install numpy<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>SciPy<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8eNumPy\u7684\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u6570\u5b66\u7b97\u6cd5\u548c\u51fd\u6570\u3002SciPy\u9002\u7528\u4e8e\u9700\u8981\u8fdb\u884c\u590d\u6742\u6570\u5b66\u8ba1\u7b97\u7684\u9879\u76ee\u3002\u5b89\u88c5SciPy\u53ef\u4ee5\u901a\u8fc7pip\u5b8c\u6210\uff1a<code>pip install scipy<\/code>\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><p>\u4e8c\u3001\u4e86\u89e3\u5f15\u64ce\u7684\u5e94\u7528\u573a\u666f<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6e38\u620f\u5f15\u64ce\u5e94\u7528\u573a\u666f<\/strong><\/p>\n<\/p>\n<p><p>\u6e38\u620f\u5f15\u64ce\u4e3b\u8981\u7528\u4e8e\u5f00\u53d1\u89c6\u9891\u6e38\u620f\uff0c\u5b83\u4eec\u63d0\u4f9b\u4e86\u56fe\u5f62\u6e32\u67d3\u3001\u7269\u7406\u5f15\u64ce\u3001\u58f0\u97f3\u5904\u7406\u3001\u7f51\u7edc\u901a\u4fe1\u7b49\u529f\u80fd\u3002\u5728\u9009\u62e9\u6e38\u620f\u5f15\u64ce\u65f6\uff0c\u9700\u8981\u8003\u8651\u9879\u76ee\u7684\u7c7b\u578b\uff08\u59822D\u62163D\u6e38\u620f\uff09\u3001\u5f00\u53d1\u56e2\u961f\u7684\u7ecf\u9a8c\u6c34\u5e73\u4ee5\u53ca\u9879\u76ee\u7684\u9884\u7b97\u3002Pygame\u9002\u7528\u4e8e\u5f00\u53d1\u7b80\u5355\u76842D\u6e38\u620f\uff0c\u800cPanda3D\u548cGodot\u5219\u9002\u7528\u4e8e\u5f00\u53d1\u66f4\u590d\u6742\u76843D\u6e38\u620f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u641c\u7d22\u5f15\u64ce\u5e94\u7528\u573a\u666f<\/strong><\/p>\n<\/p>\n<p><p>\u641c\u7d22\u5f15\u64ce\u7528\u4e8e\u5728\u5927\u91cf\u6570\u636e\u4e2d\u5feb\u901f\u67e5\u627e\u548c\u68c0\u7d22\u4fe1\u606f\u3002Whoosh\u9002\u5408\u5c0f\u578b\u9879\u76ee\uff0c\u5982\u4e2a\u4eba\u535a\u5ba2\u6216\u5c0f\u578b\u7f51\u7ad9\u7684\u641c\u7d22\u529f\u80fd\u3002\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u548c\u9ad8\u5e76\u53d1\u8bf7\u6c42\u7684\u9879\u76ee\uff0cElasticsearch\u662f\u4e00\u4e2a\u66f4\u597d\u7684\u9009\u62e9\u3002Elasticsearch\u53ef\u4ee5\u4e0e\u5927\u6570\u636e\u5904\u7406\u5de5\u5177\uff08\u5982Logstash\u3001Kibana\uff09\u96c6\u6210\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8ba1\u7b97\u5f15\u64ce\u5e94\u7528\u573a\u666f<\/strong><\/p>\n<\/p>\n<p><p>\u8ba1\u7b97\u5f15\u64ce\u7528\u4e8e\u8fdb\u884c\u590d\u6742\u7684\u6570\u5b66\u548c\u79d1\u5b66\u8ba1\u7b97\u3002NumPy\u548cSciPy\u662fPython\u79d1\u5b66\u8ba1\u7b97\u7684\u57fa\u7840\u5e93\uff0c\u9002\u7528\u4e8e\u9700\u8981\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u9879\u76ee\u3002NumPy\u63d0\u4f9b\u4e86\u591a\u7ef4\u6570\u7ec4\u5bf9\u8c61\u548c\u57fa\u672c\u7684\u6570\u5b66\u51fd\u6570\uff0c\u800cSciPy\u5728\u6b64\u57fa\u7840\u4e0a\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u6570\u5b66\u7b97\u6cd5\u548c\u51fd\u6570\uff0c\u5982\u4f18\u5316\u3001\u79ef\u5206\u3001\u63d2\u503c\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e09\u3001\u638c\u63e1\u57fa\u672c\u7684\u4f7f\u7528\u65b9\u6cd5<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6e38\u620f\u5f15\u64ce\u7684\u57fa\u672c\u4f7f\u7528<\/strong><\/p>\n<\/p>\n<p><p>\u4ee5Pygame\u4e3a\u4f8b\uff0c\u5f00\u53d1\u4e00\u4e2a\u7b80\u5355\u7684\u6e38\u620f\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u521d\u59cb\u5316Pygame\u5e93\uff1a<code>pygame.init()<\/code><\/li>\n<li>\u521b\u5efa\u6e38\u620f\u7a97\u53e3\uff1a<code>screen = pygame.display.set_mode((width, height))<\/code><\/li>\n<li>\u52a0\u8f7d\u8d44\u6e90\uff08\u5982\u56fe\u50cf\u3001\u58f0\u97f3\uff09\uff1a<code>image = pygame.image.load(&#39;path\/to\/image.png&#39;)<\/code><\/li>\n<li>\u6e38\u620f\u4e3b\u5faa\u73af\uff1a\u5904\u7406\u4e8b\u4ef6\u3001\u66f4\u65b0\u6e38\u620f\u72b6\u6001\u3001\u6e32\u67d3\u56fe\u5f62<\/li>\n<li>\u9000\u51fa\u6e38\u620f\uff1a<code>pygame.quit()<\/code><\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u638c\u63e1\u8fd9\u4e9b\u57fa\u672c\u6b65\u9aa4\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528Pygame\u5feb\u901f\u5f00\u53d1\u51fa\u7b80\u5355\u76842D\u6e38\u620f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u641c\u7d22\u5f15\u64ce\u7684\u57fa\u672c\u4f7f\u7528<\/strong><\/p>\n<\/p>\n<p><p>\u4ee5Whoosh\u4e3a\u4f8b\uff0c\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u5168\u6587\u641c\u7d22\u529f\u80fd\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u521b\u5efa\u7d22\u5f15\uff1a\u5b9a\u4e49\u7d22\u5f15\u7684schema\uff0c\u5e76\u4f7f\u7528<code>create_in<\/code>\u65b9\u6cd5\u521b\u5efa\u7d22\u5f15\u76ee\u5f55\u3002<\/li>\n<li>\u6dfb\u52a0\u6587\u6863\uff1a\u4f7f\u7528<code>writer<\/code>\u5bf9\u8c61\u5c06\u6587\u6863\u6dfb\u52a0\u5230\u7d22\u5f15\u4e2d\u3002<\/li>\n<li>\u641c\u7d22\u6587\u6863\uff1a\u4f7f\u7528<code>searcher<\/code>\u5bf9\u8c61\u6267\u884c\u641c\u7d22\u67e5\u8be2\uff0c\u5e76\u83b7\u53d6\u641c\u7d22\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p><p>Whoosh\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u63a5\u53e3\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u5b9e\u73b0\u57fa\u672c\u7684\u5168\u6587\u641c\u7d22\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8ba1\u7b97\u5f15\u64ce\u7684\u57fa\u672c\u4f7f\u7528<\/strong><\/p>\n<\/p>\n<p><p>\u4ee5NumPy\u4e3a\u4f8b\uff0c\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u521b\u5efa\u6570\u7ec4\uff1a\u4f7f\u7528<code>numpy.array<\/code>\u65b9\u6cd5\u521b\u5efa\u591a\u7ef4\u6570\u7ec4\u3002<\/li>\n<li>\u6570\u5b66\u8fd0\u7b97\uff1a\u4f7f\u7528NumPy\u63d0\u4f9b\u7684\u6570\u5b66\u51fd\u6570\u5bf9\u6570\u7ec4\u8fdb\u884c\u8fd0\u7b97\uff0c\u5982<code>numpy.add<\/code>, <code>numpy.subtract<\/code>, <code>numpy.dot<\/code>\u7b49\u3002<\/li>\n<li>\u6570\u636e\u64cd\u4f5c\uff1a\u4f7f\u7528NumPy\u63d0\u4f9b\u7684\u65b9\u6cd5\u8fdb\u884c\u6570\u7ec4\u7684\u5207\u7247\u3001\u7d22\u5f15\u3001\u6392\u5e8f\u7b49\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n<p><p>NumPy\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u7ec4\u8fd0\u7b97\u548c\u6570\u636e\u64cd\u4f5c\u529f\u80fd\uff0c\u4f7f\u5f97\u79d1\u5b66\u8ba1\u7b97\u66f4\u52a0\u4fbf\u6377\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u56db\u3001\u6df1\u5165\u4e86\u89e3\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6e38\u620f\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd<\/strong><\/p>\n<\/p>\n<p><p>\u9664\u4e86\u57fa\u672c\u7684\u56fe\u5f62\u6e32\u67d3\u548c\u4e8b\u4ef6\u5904\u7406\uff0c\u6e38\u620f\u5f15\u64ce\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u9ad8\u7ea7\u529f\u80fd\uff0c\u5982\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u7269\u7406\u5f15\u64ce<\/strong>\uff1a\u5904\u7406\u78b0\u649e\u68c0\u6d4b\u3001\u91cd\u529b\u3001\u529b\u7b49\u7269\u7406\u6548\u679c\u3002<\/li>\n<li><strong>\u52a8\u753b<\/strong>\uff1a\u652f\u6301\u5e27\u52a8\u753b\u3001\u9aa8\u9abc\u52a8\u753b\u7b49\u3002<\/li>\n<li><strong>\u7f51\u7edc\u901a\u4fe1<\/strong>\uff1a\u652f\u6301\u591a\u4eba\u6e38\u620f\u7684\u7f51\u7edc\u540c\u6b65\u548c\u901a\u4fe1\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u5b66\u4e60\u548c\u638c\u63e1\u8fd9\u4e9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5f00\u53d1\u51fa\u66f4\u590d\u6742\u548c\u903c\u771f\u7684\u6e38\u620f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u641c\u7d22\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd<\/strong><\/p>\n<\/p>\n<p><p>\u641c\u7d22\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5206\u8bcd\u548c\u5206\u6790<\/strong>\uff1a\u5bf9\u8f93\u5165\u6587\u672c\u8fdb\u884c\u5206\u8bcd\u548c\u5206\u6790\uff0c\u4ee5\u63d0\u9ad8\u641c\u7d22\u7cbe\u5ea6\u3002<\/li>\n<li><strong>\u7d22\u5f15\u4f18\u5316<\/strong>\uff1a\u5b9a\u671f\u5bf9\u7d22\u5f15\u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u63d0\u9ad8\u641c\u7d22\u6027\u80fd\u3002<\/li>\n<li><strong>\u5206\u5e03\u5f0f\u641c\u7d22<\/strong>\uff1a\u652f\u6301\u5728\u591a\u4e2a\u8282\u70b9\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0f\u641c\u7d22\uff0c\u4ee5\u63d0\u9ad8\u641c\u7d22\u901f\u5ea6\u548c\u53ef\u9760\u6027\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u4e86\u89e3\u548c\u4f7f\u7528\u8fd9\u4e9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u63d0\u9ad8\u641c\u7d22\u5f15\u64ce\u7684\u6027\u80fd\u548c\u7cbe\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8ba1\u7b97\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd<\/strong><\/p>\n<\/p>\n<p><p>\u8ba1\u7b97\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5e76\u884c\u8ba1\u7b97<\/strong>\uff1a\u5229\u7528\u591a\u6838CPU\u8fdb\u884c\u5e76\u884c\u8ba1\u7b97\uff0c\u4ee5\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002<\/li>\n<li><strong>\u9ad8\u7ea7\u6570\u5b66\u7b97\u6cd5<\/strong>\uff1a\u4f7f\u7528SciPy\u63d0\u4f9b\u7684\u9ad8\u7ea7\u6570\u5b66\u7b97\u6cd5\uff0c\u5982\u5085\u91cc\u53f6\u53d8\u6362\u3001\u4fe1\u53f7\u5904\u7406\u7b49\u3002<\/li>\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u7ed3\u5408Matplotlib\u7b49\u5e93\uff0c\u8fdb\u884c\u6570\u636e\u7684\u53ef\u89c6\u5316\u5206\u6790\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u6df1\u5165\u5b66\u4e60\u8fd9\u4e9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e94\u3001\u603b\u7ed3\u548c\u5efa\u8bae<\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\u4f7f\u7528\u5f15\u64ce\uff0c\u9996\u5148\u8981\u9009\u62e9\u5408\u9002\u7684\u5f15\u64ce\uff0c\u4e86\u89e3\u5176\u5e94\u7528\u573a\u666f\uff0c\u5e76\u638c\u63e1\u57fa\u672c\u7684\u4f7f\u7528\u65b9\u6cd5\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u6df1\u5165\u5b66\u4e60\u5f15\u64ce\u7684\u9ad8\u7ea7\u529f\u80fd\uff0c\u4ee5\u6ee1\u8db3\u9879\u76ee\u7684\u5177\u4f53\u9700\u6c42\u3002Python\u7684\u751f\u6001\u7cfb\u7edf\u975e\u5e38\u4e30\u5bcc\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u6846\u67b6\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u9879\u76ee\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u8df5\u4e2d\uff0c\u5efa\u8bae\u5f00\u53d1\u8005\u591a\u8fdb\u884c\u9879\u76ee\u5b9e\u6218\uff0c\u901a\u8fc7\u5b9e\u9645\u64cd\u4f5c\u52a0\u6df1\u5bf9\u5f15\u64ce\u7684\u7406\u89e3\u548c\u638c\u63e1\u3002\u540c\u65f6\uff0c\u591a\u5173\u6ce8\u793e\u533a\u7684\u52a8\u6001\u548c\u65b0\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4ee5\u4fdd\u6301\u6280\u672f\u7684\u5148\u8fdb\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u9009\u62e9\u9002\u5408\u7684Python\u5f15\u64ce\u8fdb\u884c\u9879\u76ee\u5f00\u53d1\uff1f<\/strong><br \/>\u9009\u62e9Python\u5f15\u64ce\u65f6\u9700\u8981\u8003\u8651\u591a\u4e2a\u56e0\u7d20\uff0c\u5305\u62ec\u9879\u76ee\u7684\u9700\u6c42\u3001\u6027\u80fd\u3001\u53ef\u6269\u5c55\u6027\u548c\u793e\u533a\u652f\u6301\u7b49\u3002\u5e38\u7528\u7684Python\u5f15\u64ce\u6709CPython\u3001PyPy\u548cMicroPython\u7b49\u3002CPython\u662f\u6700\u5e38\u7528\u7684\u5b9e\u73b0\uff0c\u9002\u5408\u5927\u591a\u6570\u5e94\u7528\uff1b\u800cPyPy\u5219\u5728\u6027\u80fd\u4e0a\u6709\u4f18\u52bf\uff0c\u9002\u5408\u9700\u8981\u9ad8\u6548\u8ba1\u7b97\u7684\u9879\u76ee\uff1bMicroPython\u5219\u9002\u5408\u5d4c\u5165\u5f0f\u8bbe\u5907\u3002\u6839\u636e\u9879\u76ee\u7684\u5177\u4f53\u9700\u6c42\uff0c\u7efc\u5408\u8003\u8651\u8fd9\u4e9b\u56e0\u7d20\u53ef\u4ee5\u5e2e\u52a9\u4f60\u505a\u51fa\u66f4\u660e\u667a\u7684\u9009\u62e9\u3002<\/p>\n<p><strong>Python\u5f15\u64ce\u7684\u6027\u80fd\u4f18\u5316\u6709\u54ea\u4e9b\u5efa\u8bae\uff1f<\/strong><br \/>\u5728\u4f7f\u7528Python\u5f15\u64ce\u65f6\uff0c\u4f18\u5316\u6027\u80fd\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u5b9e\u73b0\u3002\u9996\u5148\uff0c\u4f7f\u7528\u66f4\u9ad8\u6548\u7684\u6570\u636e\u7ed3\u6784\uff08\u5982\u96c6\u5408\u548c\u5b57\u5178\uff09\u53ef\u4ee5\u63d0\u9ad8\u64cd\u4f5c\u901f\u5ea6\u3002\u5176\u6b21\uff0c\u7f16\u5199\u65f6\u6ce8\u610f\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u548c\u91cd\u590d\u7684\u64cd\u4f5c\uff0c\u5229\u7528\u7f13\u5b58\u673a\u5236\u4e5f\u662f\u4e00\u4e2a\u6709\u6548\u7684\u7b56\u7565\u3002\u6b64\u5916\uff0c\u5229\u7528\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u53ef\u4ee5\u5145\u5206\u5229\u7528\u591a\u6838CPU\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u5e76\u53d1\u6027\u80fd\u3002\u4e86\u89e3\u4ee3\u7801\u7684\u6267\u884c\u74f6\u9888\uff0c\u4f7f\u7528profiling\u5de5\u5177\u8fdb\u884c\u6027\u80fd\u5206\u6790\u4e5f\u662f\u975e\u5e38\u6709\u5e2e\u52a9\u7684\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u4e2d\u96c6\u6210\u4e0d\u540c\u7684\u5f15\u64ce\u4ee5\u5b9e\u73b0\u7279\u5b9a\u529f\u80fd\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u96c6\u6210\u4e0d\u540c\u7684\u5f15\u64ce\u4ee5\u5b9e\u73b0\u7279\u5b9a\u529f\u80fd\u3002\u5229\u7528Python\u7684C\u6269\u5c55\uff0c\u53ef\u4ee5\u5c06C\u8bed\u8a00\u7f16\u5199\u7684\u6a21\u5757\u96c6\u6210\u5230Python\u4ee3\u7801\u4e2d\uff0c\u4ece\u800c\u63d0\u5347\u6027\u80fd\u3002\u8fd8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u5982Cython\uff0c\u6765\u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3aC\uff0c\u4ece\u800c\u63d0\u9ad8\u6267\u884c\u901f\u5ea6\u3002\u6b64\u5916\uff0c\u4f7f\u7528Jython\u53ef\u4ee5\u5c06Python\u4e0eJava\u751f\u6001\u7cfb\u7edf\u7ed3\u5408\uff0c\u5229\u7528Java\u7684\u5f3a\u5927\u5e93\u548c\u6846\u67b6\u3002\u9009\u62e9\u5408\u9002\u7684\u96c6\u6210\u65b9\u5f0f\u53ef\u4ee5\u6709\u6548\u5730\u6269\u5c55Python\u9879\u76ee\u7684\u529f\u80fd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u5728Python\u4e2d\u4f7f\u7528\u5f15\u64ce\uff0c\u53ef\u4ee5\u9009\u62e9\u5408\u9002\u7684\u5e93\u3001\u4e86\u89e3\u5f15\u64ce\u7684\u5e94\u7528\u573a\u666f\u3001\u638c\u63e1\u57fa\u672c\u7684\u4f7f\u7528\u65b9\u6cd5\u3002 Python\u662f\u4e00\u79cd\u529f\u80fd [&hellip;]","protected":false},"author":3,"featured_media":944777,"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\/944772"}],"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=944772"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/944772\/revisions"}],"predecessor-version":[{"id":944781,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/944772\/revisions\/944781"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/944777"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=944772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=944772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=944772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}