{"id":175479,"date":"2024-11-08T06:13:16","date_gmt":"2024-11-07T22:13:16","guid":{"rendered":"https:\/\/server.hk\/cnblog\/175479\/"},"modified":"2024-11-08T06:13:17","modified_gmt":"2024-11-07T22:13:17","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8%e6%95%b8%e6%93%9a%e7%ae%a1%e9%81%93%e5%af%a6%e7%8f%be%e6%b8%ac%e8%a9%a6%e7%8f%be%e4%bb%a3%e5%8c%96","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/175479\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528\u6578\u64da\u7ba1\u9053\u5be6\u73fe\u6e2c\u8a66\u73fe\u4ee3\u5316"},"content":{"rendered":"

\u5982\u4f55\u4f7f\u7528\u6578\u64da\u7ba1\u9053\u5be6\u73fe\u6e2c\u8a66\u73fe\u4ee3\u5316<\/h1>\n

\u5728\u7576\u4eca\u5feb\u901f\u8b8a\u5316\u7684\u6280\u8853\u74b0\u5883\u4e2d\uff0c\u6e2c\u8a66\u73fe\u4ee3\u5316\u5df2\u6210\u70ba\u8edf\u4ef6\u958b\u767c\u904e\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u6578\u64da\u7ba1\u9053\u4f5c\u70ba\u4e00\u7a2e\u6709\u6548\u7684\u5de5\u5177\uff0c\u80fd\u5920\u5e6b\u52a9\u5718\u968a\u81ea\u52d5\u5316\u6e2c\u8a66\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6e2c\u8a66\u6548\u7387\u548c\u6e96\u78ba\u6027\u3002\u672c\u6587\u5c07\u63a2\u8a0e\u5982\u4f55\u5229\u7528\u6578\u64da\u7ba1\u9053\u4f86\u5be6\u73fe\u6e2c\u8a66\u73fe\u4ee3\u5316\uff0c\u4e26\u63d0\u4f9b\u4e00\u4e9b\u5be6\u7528\u7684\u793a\u4f8b\u548c\u5efa\u8b70\u3002<\/p>\n

\u4ec0\u9ebc\u662f\u6578\u64da\u7ba1\u9053\uff1f<\/h2>\n

\u6578\u64da\u7ba1\u9053\u662f\u4e00\u7a2e\u81ea\u52d5\u5316\u7684\u6578\u64da\u8655\u7406\u6d41\u7a0b\uff0c\u901a\u5e38\u7528\u65bc\u6536\u96c6\u3001\u8f49\u63db\u548c\u52a0\u8f09\u6578\u64da\u3002\u5b83\u53ef\u4ee5\u5c07\u6578\u64da\u5f9e\u4e00\u500b\u7cfb\u7d71\u50b3\u8f38\u5230\u53e6\u4e00\u500b\u7cfb\u7d71\uff0c\u4e26\u5728\u6b64\u904e\u7a0b\u4e2d\u9032\u884c\u5fc5\u8981\u7684\u8655\u7406\u3002\u6578\u64da\u7ba1\u9053\u7684\u4e3b\u8981\u76ee\u7684\u662f\u78ba\u4fdd\u6578\u64da\u7684\u6e96\u78ba\u6027\u548c\u4e00\u81f4\u6027\uff0c\u4e26\u4f7f\u6578\u64da\u80fd\u5920\u5728\u4e0d\u540c\u7684\u61c9\u7528\u7a0b\u5e8f\u548c\u670d\u52d9\u4e4b\u9593\u6d41\u52d5\u3002<\/p>\n

\u6e2c\u8a66\u73fe\u4ee3\u5316\u7684\u5fc5\u8981\u6027<\/h2>\n

\u96a8\u8457\u8edf\u4ef6\u958b\u767c\u7684\u5feb\u901f\u8fed\u4ee3\uff0c\u50b3\u7d71\u7684\u624b\u52d5\u6e2c\u8a66\u65b9\u6cd5\u5df2\u7d93\u7121\u6cd5\u6eff\u8db3\u9700\u6c42\u3002\u6e2c\u8a66\u73fe\u4ee3\u5316\u4e0d\u50c5\u80fd\u63d0\u9ad8\u6e2c\u8a66\u7684\u6548\u7387\uff0c\u9084\u80fd\u6e1b\u5c11\u4eba\u70ba\u932f\u8aa4\uff0c\u4e26\u52a0\u5feb\u7522\u54c1\u4e0a\u5e02\u7684\u901f\u5ea6\u3002\u901a\u904e\u81ea\u52d5\u5316\u6e2c\u8a66\uff0c\u958b\u767c\u5718\u968a\u53ef\u4ee5\u66f4\u5feb\u5730\u7372\u5f97\u53cd\u994b\uff0c\u5f9e\u800c\u53ca\u6642\u4fee\u6b63\u554f\u984c\u3002<\/p>\n

\u5982\u4f55\u4f7f\u7528\u6578\u64da\u7ba1\u9053\u5be6\u73fe\u6e2c\u8a66\u73fe\u4ee3\u5316<\/h2>\n

1. \u6578\u64da\u6536\u96c6<\/h3>\n

\u9996\u5148\uff0c\u6578\u64da\u7ba1\u9053\u53ef\u4ee5\u81ea\u52d5\u6536\u96c6\u6e2c\u8a66\u6240\u9700\u7684\u6578\u64da\u3002\u9019\u4e9b\u6578\u64da\u53ef\u4ee5\u4f86\u81ea\u4e0d\u540c\u7684\u4f86\u6e90\uff0c\u4f8b\u5982\u7528\u6236\u884c\u70ba\u6578\u64da\u3001\u7cfb\u7d71\u65e5\u8a8c\u6216\u5176\u4ed6\u61c9\u7528\u7a0b\u5e8f\u7684\u8f38\u51fa\u3002\u901a\u904e\u8a2d\u7f6e\u81ea\u52d5\u5316\u7684\u6578\u64da\u6536\u96c6\u6d41\u7a0b\uff0c\u6e2c\u8a66\u5718\u968a\u53ef\u4ee5\u78ba\u4fdd\u4ed6\u5011\u64c1\u6709\u6700\u65b0\u548c\u6700\u6e96\u78ba\u7684\u6578\u64da\u4f86\u9032\u884c\u6e2c\u8a66\u3002<\/p>\n

import requests\n\ndef collect_data(api_url):\n    response = requests.get(api_url)\n    return response.json()\n\ndata = collect_data(\"https:\/\/api.example.com\/testdata\")\n<\/code><\/pre>\n
2. \u6578\u64da\u8f49\u63db<\/h3>\n
\u5728\u6578\u64da\u6536\u96c6\u4e4b\u5f8c\uff0c\u6578\u64da\u7ba1\u9053\u53ef\u4ee5\u9032\u884c\u5fc5\u8981\u7684\u6578\u64da\u8f49\u63db\uff0c\u4ee5\u4fbf\u65bc\u6e2c\u8a66\u4f7f\u7528\u3002\u9019\u53ef\u80fd\u5305\u62ec\u6578\u64da\u6e05\u7406\u3001\u683c\u5f0f\u8f49\u63db\u6216\u6578\u64da\u805a\u5408\u7b49\u64cd\u4f5c\u3002\u901a\u904e\u9019\u4e9b\u8f49\u63db\uff0c\u6e2c\u8a66\u5718\u968a\u53ef\u4ee5\u78ba\u4fdd\u6578\u64da\u7684\u8cea\u91cf\u548c\u4e00\u81f4\u6027\u3002<\/p>\n
import pandas as pd\n\ndef transform_data(raw_data):\n    df = pd.DataFrame(raw_data)\n    df.dropna(inplace=True)  # \u6e05\u9664\u7f3a\u5931\u503c\n    return df\n\ntransformed_data = transform_data(data)\n<\/code><\/pre>\n
3. \u6578\u64da\u52a0\u8f09<\/h3>\n
\u6700\u5f8c\uff0c\u6578\u64da\u7ba1\u9053\u53ef\u4ee5\u5c07\u8655\u7406\u5f8c\u7684\u6578\u64da\u52a0\u8f09\u5230\u6e2c\u8a66\u74b0\u5883\u4e2d\u3002\u9019\u6a23\uff0c\u6e2c\u8a66\u5718\u968a\u53ef\u4ee5\u5728\u4e00\u500b\u4e00\u81f4\u7684\u74b0\u5883\u4e2d\u9032\u884c\u6e2c\u8a66\uff0c\u4e26\u80fd\u5920\u5feb\u901f\u7372\u5f97\u6e2c\u8a66\u7d50\u679c\u3002\u81ea\u52d5\u5316\u7684\u6578\u64da\u52a0\u8f09\u904e\u7a0b\u53ef\u4ee5\u5927\u5927\u6e1b\u5c11\u624b\u52d5\u64cd\u4f5c\u7684\u6642\u9593\u548c\u932f\u8aa4\u3002<\/p>\n
def load_data_to_test_env(transformed_data):\n    # \u5047\u8a2d\u4f7f\u7528\u67d0\u500b\u6e2c\u8a66\u6846\u67b6\u9032\u884c\u6578\u64da\u52a0\u8f09\n    test_env.load(transformed_data)\n\nload_data_to_test_env(transformed_data)\n<\/code><\/pre>\n
\u7d50\u8ad6<\/h2>\n
\u901a\u904e\u4f7f\u7528\u6578\u64da\u7ba1\u9053\uff0c\u6e2c\u8a66\u5718\u968a\u53ef\u4ee5\u5be6\u73fe\u6e2c\u8a66\u73fe\u4ee3\u5316\uff0c\u5f9e\u800c\u63d0\u9ad8\u6e2c\u8a66\u7684\u6548\u7387\u548c\u6e96\u78ba\u6027\u3002\u81ea\u52d5\u5316\u7684\u6578\u64da\u6536\u96c6\u3001\u8f49\u63db\u548c\u52a0\u8f09\u904e\u7a0b\u4e0d\u50c5\u80fd\u5920\u6e1b\u5c11\u4eba\u70ba\u932f\u8aa4\uff0c\u9084\u80fd\u52a0\u5feb\u7522\u54c1\u7684\u4e0a\u5e02\u901f\u5ea6\u3002\u96a8\u8457\u6280\u8853\u7684\u9032\u6b65\uff0c\u6578\u64da\u7ba1\u9053\u5c07\u5728\u6e2c\u8a66\u904e\u7a0b\u4e2d\u626e\u6f14\u8d8a\u4f86\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002<\/p>\n
\u5982\u679c\u60a8\u5c0d\u65bc\u5982\u4f55\u9032\u4e00\u6b65\u63d0\u5347\u60a8\u7684\u6e2c\u8a66\u6d41\u7a0b\u611f\u8208\u8da3\uff0c\u6216\u8005\u60f3\u4e86\u89e3\u66f4\u591a\u95dc\u65bc VPS<\/a> \u548c \u9999\u6e2f\u4f3a\u670d\u5668<\/a> \u7684\u8cc7\u8a0a\uff0c\u6b61\u8fce\u8a2a\u554f\u6211\u5011\u7684\u7db2\u7ad9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u63a2\u7d22\u5982\u4f55\u5229\u7528\u6578\u64da\u7ba1\u9053\u63d0\u5347\u6e2c\u8a66\u73fe\u4ee3\u5316\uff0c\u5be6\u73fe\u81ea\u52d5\u5316\u3001\u6548\u7387\u63d0\u5347\u53ca\u66f4\u6e96\u78ba\u7684\u6e2c\u8a66\u7d50\u679c\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-175479","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/175479","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=175479"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/175479\/revisions"}],"predecessor-version":[{"id":175480,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/175479\/revisions\/175480"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=175479"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=175479"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=175479"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}