{"id":963510,"date":"2024-12-27T04:18:49","date_gmt":"2024-12-26T20:18:49","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/963510.html"},"modified":"2024-12-27T04:18:52","modified_gmt":"2024-12-26T20:18:52","slug":"%e5%a6%82%e4%bd%95%e4%ba%91%e8%ae%a1%e7%ae%97python-%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/963510.html","title":{"rendered":"\u5982\u4f55\u4e91\u8ba1\u7b97python \u6570\u636e"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24180751\/1607935c-2231-4c77-b4cb-dd7a95cc9cb2.webp\" alt=\"\u5982\u4f55\u4e91\u8ba1\u7b97python \u6570\u636e\" \/><\/p>\n<p><p> 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Spark\u6216Dask\uff0c\u53ef\u4ee5\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u5e76\u652f\u6301\u5e76\u884c\u8fd0\u7b97\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u6570\u636e\u5904\u7406\u901f\u5ea6\u3002\u6700\u540e\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u7ba1\u7406\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199Python\u811a\u672c\u81ea\u52a8\u5316\u6570\u636e\u6536\u96c6\u3001\u6e05\u6d17\u548c\u5206\u6790\u8fc7\u7a0b\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u5e76\u63d0\u9ad8\u6570\u636e\u5904\u7406\u7684\u53ef\u9760\u6027\u3002<\/p>\n<\/p>\n<p><p>\u5229\u7528\u4e91\u670d\u52a1\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u8ba1\u7b97\u662f\u5176\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u73af\u8282\u3002\u4e91\u670d\u52a1\u5e73\u53f0\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u80fd\u529b\uff0c\u907f\u514d\u8d44\u6e90\u6d6a\u8d39\u3002\u540c\u65f6\uff0c\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u6570\u636e\u5206\u6790\u5e93\uff0cPython\u4f5c\u4e3a\u5176\u4e2d\u4e00\u79cd\u5e38\u7528\u8bed\u8a00\uff0c\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u652f\u6301\u3002\u901a\u8fc7\u5229\u7528\u8fd9\u4e9b\u5e73\u53f0\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u5927\u89c4\u6a21\u6570\u636e\u7684\u5b58\u50a8\u3001\u5904\u7406\u548c\u5206\u6790\uff0c\u6ee1\u8db3\u5404\u79cd\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u5229\u7528\u4e91\u670d\u52a1\u5e73\u53f0\u7684\u8ba1\u7b97\u8d44\u6e90<\/p>\n<\/p>\n<p><p>\u5229\u7528\u4e91\u670d\u52a1\u5e73\u53f0\u7684\u8ba1\u7b97\u8d44\u6e90\u662f\u4e91\u8ba1\u7b97Python\u6570\u636e\u7684\u57fa\u7840\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4e86\u5404\u79cd\u8ba1\u7b97\u5b9e\u4f8b\u548c\u5b58\u50a8\u670d\u52a1\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u914d\u7f6e\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5904\u7406\u7684\u9700\u8981\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4e91\u670d\u52a1\u5e73\u53f0\u6982\u8ff0<\/li>\n<\/ol>\n<p><p>\u4e91\u670d\u52a1\u5e73\u53f0\u5982AWS\u3001Azure\u548cGoogle Cloud\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u8d44\u6e90\u3002AWS\u63d0\u4f9b\u7684EC2\u5b9e\u4f8b\u548cS3\u5b58\u50a8\u670d\u52a1\u662f\u4e1a\u754c\u6700\u5e38\u7528\u7684\u670d\u52a1\u4e4b\u4e00\uff1bAzure\u7684\u865a\u62df\u673a\u548cBlob\u5b58\u50a8\u5219\u662f\u5fae\u8f6f\u751f\u6001\u7cfb\u7edf\u7684\u6838\u5fc3\u7ec4\u4ef6\uff1bGoogle Cloud\u7684Compute Engine\u548cCloud Storage\u540c\u6837\u5728\u4e91\u8ba1\u7b97\u9886\u57df\u5360\u636e\u91cd\u8981\u5730\u4f4d\u3002\u8fd9\u4e9b\u670d\u52a1\u7684\u5171\u540c\u7279\u70b9\u662f\u7075\u6d3b\u3001\u53ef\u6269\u5c55\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u9700\u6c42\u52a8\u6001\u5206\u914d\u8d44\u6e90\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>Python\u5728\u4e91\u670d\u52a1\u5e73\u53f0\u7684\u5e94\u7528<\/li>\n<\/ol>\n<p><p>Python\u4f5c\u4e3a\u4e00\u79cd\u9ad8\u6548\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5728\u4e91\u8ba1\u7b97\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\u3002\u4e91\u670d\u52a1\u5e73\u53f0\u901a\u5e38\u63d0\u4f9b\u5bf9Python\u7684\u826f\u597d\u652f\u6301\uff0c\u5305\u62ecPython SDK\u3001API\u4ee5\u53ca\u4e30\u5bcc\u7684\u5e93\u548c\u5de5\u5177\u3002\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u7684\u5b58\u50a8\u3001\u5904\u7406\u548c\u5206\u6790\u3002\u4f8b\u5982\uff0c\u5229\u7528AWS\u7684Boto3\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7Python\u811a\u672c\u6765\u7ba1\u7406AWS\u8d44\u6e90\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6570\u636e\u5904\u7406\u5de5\u4f5c\u6d41\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6<\/p>\n<\/p>\n<p><p>\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\u5982Apache Spark\u6216Dask\u662f\u4e91\u8ba1\u7b97Python\u6570\u636e\u7684\u91cd\u8981\u624b\u6bb5\u3002\u8fd9\u4e9b\u6846\u67b6\u80fd\u591f\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u5e76\u652f\u6301\u5e76\u884c\u8fd0\u7b97\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u6570\u636e\u5904\u7406\u901f\u5ea6\u3002<\/p>\n<\/p>\n<ol>\n<li>Apache Spark\u7684\u7279\u70b9\u4e0e\u5e94\u7528<\/li>\n<\/ol>\n<p><p>Apache Spark\u662f\u4e00\u4e2a\u5feb\u901f\u7684\u3001\u901a\u7528\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u7cfb\u7edf\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u3002Spark\u7684\u6838\u5fc3\u662fRDD\uff08\u5f39\u6027\u5206\u5e03\u5f0f\u6570\u636e\u96c6\uff09\uff0c\u5b83\u5141\u8bb8\u7528\u6237\u5728\u591a\u4e2a\u8282\u70b9\u4e0a\u5e76\u884c\u5904\u7406\u6570\u636e\u3002Spark\u63d0\u4f9b\u4e86Python\u63a5\u53e3\uff08PySpark\uff09\uff0c\u4f7f\u5f97Python\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528Spark\u7684\u5f3a\u5927\u529f\u80fd\u3002\u6b64\u5916\uff0cSpark\u8fd8\u652f\u6301\u4e0eHadoop\u96c6\u6210\uff0c\u53ef\u4ee5\u76f4\u63a5\u5904\u7406Hadoop\u5b58\u50a8\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>Dask\u7684\u7075\u6d3b\u6027\u4e0e\u4f7f\u7528\u573a\u666f<\/li>\n<\/ol>\n<p><p>Dask\u662f\u4e00\u4e2a\u7075\u6d3b\u7684\u5e76\u884c\u8ba1\u7b97\u5e93\uff0c\u9002\u7528\u4e8ePython\u4e2d\u7684\u5927\u6570\u636e\u5904\u7406\u3002\u4e0eSpark\u4e0d\u540c\uff0cDask\u4e13\u6ce8\u4e8ePython\u6570\u636e\u79d1\u5b66\u751f\u6001\u7cfb\u7edf\uff0c\u80fd\u591f\u4e0ePandas\u3001NumPy\u7b49\u5e93\u65e0\u7f1d\u96c6\u6210\u3002Dask\u7684\u53e6\u4e00\u4e2a\u4f18\u52bf\u662f\u53ef\u4ee5\u5728\u5355\u673a\u4e0a\u8fd0\u884c\uff0c\u4e5f\u53ef\u4ee5\u6269\u5c55\u5230\u96c6\u7fa4\u73af\u5883\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u7ba1\u7406<\/p>\n<\/p>\n<p><p>\u5b9e\u73b0\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u7ba1\u7406\u662f\u4e91\u8ba1\u7b97Python\u6570\u636e\u7684\u5173\u952e\u6b65\u9aa4\u3002\u901a\u8fc7\u7f16\u5199Python\u811a\u672c\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u6570\u636e\u6536\u96c6\u3001\u6e05\u6d17\u548c\u5206\u6790\u8fc7\u7a0b\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u5e76\u63d0\u9ad8\u6570\u636e\u5904\u7406\u7684\u53ef\u9760\u6027\u3002<\/p>\n<\/p>\n<ol>\n<li>\u81ea\u52a8\u5316\u6570\u636e\u6536\u96c6<\/li>\n<\/ol>\n<p><p>\u81ea\u52a8\u5316\u6570\u636e\u6536\u96c6\u53ef\u4ee5\u901a\u8fc7Python\u811a\u672c\u4ece\u5404\u79cd\u6570\u636e\u6e90\u63d0\u53d6\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Requests\u5e93\u4ece\u7f51\u7edcAPI\u83b7\u53d6\u6570\u636e\uff0c\u6216\u8005\u4f7f\u7528Pandas\u76f4\u63a5\u8bfb\u53d6CSV\u3001Excel\u7b49\u6587\u4ef6\u683c\u5f0f\u7684\u6570\u636e\u3002\u81ea\u52a8\u5316\u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u53ef\u4ee5\u5b9a\u671f\u8fd0\u884c\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ca\u65f6\u6027\u548c\u5b8c\u6574\u6027\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u6570\u636e\u6e05\u6d17\u4e0e\u5206\u6790<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u5904\u7406\u8fc7\u7a0b\u4e2d\u5fc5\u4e0d\u53ef\u5c11\u7684\u4e00\u6b65\u3002Python\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u5e93\u6765\u8fdb\u884c\u6570\u636e\u6e05\u6d17\uff0c\u5982Pandas\u3001NumPy\u7b49\u3002\u901a\u8fc7\u8fd9\u4e9b\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u7684\u8fc7\u6ee4\u3001\u8f6c\u6362\u548c\u805a\u5408\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5206\u6790\u505a\u597d\u51c6\u5907\u3002\u5728\u6570\u636e\u5206\u6790\u9636\u6bb5\uff0cPython\u7684\u5f3a\u5927\u5e93\u5982Scikit-learn\u3001Matplotlib\u7b49\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u8fdb\u884c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u5efa\u6a21\u548c\u53ef\u89c6\u5316\u5206\u6790\uff0c\u6316\u6398\u6570\u636e\u4e2d\u7684\u6709\u7528\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u6848\u4f8b\u5206\u6790\u4e0e\u5b9e\u8df5<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5982\u4f55\u5c06\u4e0a\u8ff0\u65b9\u6cd5\u6709\u6548\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e91\u8ba1\u7b97Python\u6570\u636e\u7684\u76ee\u6807\uff0c\u662f\u4e00\u4e2a\u9700\u8981\u6df1\u5165\u7814\u7a76\u548c\u5b9e\u8df5\u7684\u95ee\u9898\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6848\u4f8b\u5206\u6790\uff1a\u7535\u5546\u5e73\u53f0\u7684\u6570\u636e\u5904\u7406<\/li>\n<\/ol>\n<p><p>\u4ee5\u7535\u5546\u5e73\u53f0\u4e3a\u4f8b\uff0c\u5e73\u53f0\u9700\u8981\u5904\u7406\u5927\u91cf\u7684\u7528\u6237\u884c\u4e3a\u6570\u636e\u548c\u4ea4\u6613\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u5b58\u50a8\u5728\u4e91\u7aef\uff0c\u901a\u8fc7Python\u811a\u672c\u5b9a\u671f\u6536\u96c6\u5e76\u5b58\u5165\u6570\u636e\u5e93\u3002\u5229\u7528Spark\u6216Dask\u5bf9\u6570\u636e\u8fdb\u884c\u6279\u5904\u7406\uff0c\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u5982\u7528\u6237\u8d2d\u4e70\u4e60\u60ef\u5206\u6790\u548c\u4ea7\u54c1\u63a8\u8350\u6a21\u578b\u3002\u901a\u8fc7\u4e91\u5e73\u53f0\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u53ef\u4ee5\u5feb\u901f\u8ba1\u7b97\u51fa\u5206\u6790\u7ed3\u679c\uff0c\u5e76\u7528\u4e8e\u4f18\u5316\u4e1a\u52a1\u51b3\u7b56\u3002<\/p>\n<\/p>\n<ol 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