{"id":1152,"date":"2026-07-11T12:24:44","date_gmt":"2026-07-11T12:24:44","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1152"},"modified":"2026-07-11T12:24:44","modified_gmt":"2026-07-11T12:24:44","slug":"%e5%91%8a%e5%88%ab%e6%89%8b%e5%8a%a8%e6%95%b2%e5%ad%97-%e5%85%8d%e8%b4%b9%e5%9c%a8%e7%ba%bf%e5%9b%be%e7%89%87%e6%8f%90%e5%8f%96%e6%96%87%e5%ad%97%e7%a5%9e%e5%99%a8-%e5%bc%80%e5%8f%91%e8%80%85%e4%ba%b2","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e6%89%8b%e5%8a%a8%e6%95%b2%e5%ad%97-%e5%85%8d%e8%b4%b9%e5%9c%a8%e7%ba%bf%e5%9b%be%e7%89%87%e6%8f%90%e5%8f%96%e6%96%87%e5%ad%97%e7%a5%9e%e5%99%a8-%e5%bc%80%e5%8f%91%e8%80%85%e4%ba%b2\/","title":{"rendered":"\u544a\u522b\u624b\u52a8\u6572\u5b57\uff01\u514d\u8d39\u5728\u7ebf\u56fe\u7247\u63d0\u53d6\u6587\u5b57\u795e\u5668\uff0c\u5f00\u53d1\u8005\u4eb2\u6d4b\u597d\u7528"},"content":{"rendered":"

\u6446\u8131\u4f4e\u6548\u590d\u5236\uff0c\u91cd\u6784\u6570\u636e\u6293\u53d6\u94fe\u8def<\/h2>\n

\u505a\u540e\u7aef\u5f00\u53d1\u6216\u8005\u6570\u636e\u5206\u6790\u7684\u540c\u884c\u90fd\u77e5\u9053\uff0c\u65e5\u5e38\u6700\u8017\u65f6\u7684\u6d3b\u513f\u4e4b\u4e00\u5c31\u662f\u5904\u7406\u5404\u79cd\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002\u626b\u63cf\u7248\u7684\u5408\u540c\u3001\u968f\u624b\u62cd\u7684\u4e1a\u52a1\u62a5\u8868\u3001\u751a\u81f3\u662f\u4f1a\u8bae\u767d\u677f\u4e0a\u7684\u8349\u56fe\uff0c\u6bcf\u6b21\u9047\u5230\u8fd9\u4e9b\u90fd\u9700\u8981\u624b\u52a8\u9010\u5b57\u6572\u8fdb\u7cfb\u7edf\u3002\u8fd9\u4e0d\u4ec5\u6548\u7387\u4f4e\u4e0b\uff0c\u8fd8\u6781\u6613\u51fa\u73b0\u9519\u522b\u5b57\u3002\u81ea\u4ece\u63a5\u89e6\u4e86\u514d\u8d39\u5728\u7ebf\u56fe\u7247\u63d0\u53d6\u6587\u5b57<\/strong>\u8fd9\u7c7b\u5de5\u5177\u540e\uff0c\u6211\u7684\u5de5\u4f5c\u6d41\u5f7b\u5e95\u88ab\u91cd\u6784\u4e86\u3002\u4ee5\u6211\u6700\u8fd1\u5e38\u7528\u7684\u90a3\u4e2a\u5728\u7ebf\u5e73\u53f0\u4e3a\u4f8b\uff08\u70b9\u51fb\u76f4\u8fbe\u4f53\u9a8c<\/a>\uff09\uff0c\u5b83\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u65e0\u9700\u5b89\u88c5\u5ba2\u6237\u7aef\uff0c\u6d4f\u89c8\u5668\u6253\u5f00\u5c31\u80fd\u8dd1\u5b8c\u6574\u4e2a\u6d41\u7a0b\u3002<\/p>\n

\n \u6ce8\u610f\uff1a<\/strong>\u5f88\u591a\u4f20\u7edfOCR\u8f6f\u4ef6\u9700\u8981\u672c\u5730\u90e8\u7f72\u5e9e\u5927\u7684\u6a21\u578b\u6587\u4ef6\uff0c\u800c\u73b0\u4ee3Web\u7aef\u65b9\u6848\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e91\u7aef\u7b97\u529b\u8c03\u5ea6\uff0c\u54cd\u5e94\u901f\u5ea6\u76f4\u63a5\u62c9\u6ee1\u3002\n<\/div>\n

\u6211\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u6d4b\u8bd5\u8fc7\u5b83\u7684ocr\u8868\u683c\u8bc6\u522b<\/strong>\u529f\u80fd\u3002\u4ee5\u524d\u7528Python\u5199\u6b63\u5219\u53bb\u5339\u914d\u626b\u63cf\u4ef6\u91cc\u7684\u884c\u5217\u5173\u7cfb\uff0c\u7ecf\u5e38\u56e0\u4e3a\u6392\u7248\u5fae\u8c03\u5c31\u5168\u5d29\u3002\u73b0\u5728\u76f4\u63a5\u628aPDF\u6216\u9ad8\u5206\u8fa8\u7387\u622a\u56fe\u4e22\u8fdb\u53bb\uff0c\u5b83\u80fd\u81ea\u52a8\u8fd8\u539f\u8868\u683c\u7ed3\u6784\u3002\u5bf9\u4e8e\u9700\u8981\u505a\u56fe\u7247\u8f6c\u6587\u5b57word<\/strong>\u5bfc\u51fa\u9700\u6c42\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u79cd\u4e00\u952e\u6392\u7248\u7684\u80fd\u529b\u7b80\u76f4\u662f\u6551\u661f\u3002\u800c\u4e14\u5b83\u652f\u6301\u591a\u8bed\u8a00\u73af\u5883\uff0c\u5076\u5c14\u78b0\u5230\u82f1\u6587\u6df7\u6742\u7684\u8bf4\u660e\u4e66\uff0c\u7528\u5b83\u8fdb\u884c\u7ffb\u8bd1\u56fe\u7247\u4e2d\u7684\u6587\u5b57<\/strong>\u4e5f\u5b8c\u5168\u6ca1\u95ee\u9898\uff0c\u7701\u53bb\u4e86\u5207\u56fe\u518d\u7ffb\u8bd1\u7684\u7e41\u7410\u6b65\u9aa4\u3002<\/p>\n

\u81ea\u52a8\u5316\u811a\u672c\u4e0e\u8f93\u51fa\u6e05\u6d17\u5b9e\u6218<\/h2>\n

\u4f5c\u4e3a\u5f00\u53d1\u8005\uff0c\u6211\u4eec\u4e0d\u53ef\u80fd\u6bcf\u6b21\u90fd\u624b\u52a8\u70b9\u9f20\u6807\u4e0a\u4f20\u4e0b\u8f7d\u3002\u867d\u7136\u8fd9\u662f\u4e00\u4e2a\u5728\u7ebf\u6587\u5b57\u8bc6\u522b<\/strong>\u5e73\u53f0\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u628a\u63d0\u53d6\u51fa\u7684\u7eaf\u6587\u672c\u63a5\u5165\u540e\u7eed\u7684ETL\u6d41\u7a0b\u3002\u4e0b\u9762\u8fd9\u6bb5Python\u4ee3\u7801\u662f\u6211\u7528\u6765\u5904\u7406\u5927\u91cf\u622a\u56fe\u8f6c\u6587\u5b57<\/strong>\u7ed3\u679c\u540e\u7684\u6807\u51c6\u5316\u6e05\u6d17\u811a\u672c\u3002\u4e3b\u8981\u89e3\u51b3OCR\u5e38\u89c1\u7684\u65ad\u53e5\u9519\u8bef\u548c\u591a\u4f59\u6362\u884c\u7b26\u95ee\u9898\uff0c\u8ba9\u6570\u636e\u76f4\u63a5\u8fdb\u5165\u6570\u636e\u5e93\u6216BI\u770b\u677f\u3002<\/p>\n

\n
\n
import re\nimport json\n\ndef clean_ocr_output(raw_text):\n    # \u53bb\u9664\u8fde\u7eed\u7a7a\u884c\u548c\u9996\u5c3e\u7a7a\u767d\n    raw_text = re.sub(r'\\n{3,}', '\\n\\n', raw_text.strip())\n    # \u9488\u5bf9\u8868\u683c\u8bc6\u522b\u7ed3\u679c\u7684\u884c\u5217\u7c98\u8fde\u4fee\u590d\n    cleaned_lines = []\n    for line in raw_text.split('\\n'):\n        line = line.replace(' ', '').replace('\u00b7', '')\n        if line:\n            cleaned_lines.append(line)\n    return '\\n'.join(cleaned_lines)\n\n# \u6a21\u62df\u4ece\u5de5\u5177\u5bfc\u51fa\u7684\u539f\u59cb\u6587\u672c\nraw_data = \"\u5ba2\u6237\u540d\u79f0\uff1a\u67d0\u67d0\u79d1\u6280\\n\u8ba2\u5355\u7f16\u53f7\uff1aORD-20231024\\n\u91d1\u989d\uff1a\u00a512,500.00\\n\u72b6\u6001\uff1a\u5df2\u53d1\u8d27\"\nprint(clean_ocr_output(raw_data))<\/code><\/pre>\n<\/p><\/div>\n<\/div>\n
\u8fd9\u6bb5\u903b\u8f91\u867d\u7136\u7b80\u5355\uff0c\u4f46\u5728\u914d\u5408\u767d\u63cf\u7f51\u9875\u7248<\/strong>\u6216\u8005\u5176\u4ed6\u540c\u7c7b\u6587\u5b57\u63d0\u53d6\u5de5\u5177<\/strong>\u4f7f\u7528\u65f6\u975e\u5e38\u987a\u624b\u3002\u7279\u522b\u662f\u5904\u7406\u8d22\u52a1\u51ed\u8bc1\u6216\u8005\u7269\u6d41\u9762\u5355\u65f6\uff0c\u5728\u7ebfocr<\/strong>\u5f15\u64ce\u5bf9\u6570\u5b57\u548c\u7279\u6b8a\u7b26\u53f7\u7684\u654f\u611f\u5ea6\u5f88\u9ad8\u3002\u6211\u4e60\u60ef\u5728\u6d4f\u89c8\u5668\u91cc\u5f00\u4e00\u4e2a\u56fa\u5b9a\u6807\u7b7e\u9875\uff0c\u8bbe\u7f6e\u5feb\u6377\u952e\u5feb\u901f\u8c03\u51fa\u4e0a\u4f20\u7a97\u53e3\uff0c\u5f62\u6210\u808c\u8089\u8bb0\u5fc6\u3002\u5bf9\u4e8e\u9ad8\u9891\u4f7f\u7528\u8005\u6765\u8bf4\uff0c\u56fe\u7247\u8f6c\u6587\u5b57 \u5728\u7ebf<\/strong>\u7684\u901f\u5ea6\u548c\u51c6\u786e\u7387\u76f4\u63a5\u51b3\u5b9a\u4e86\u9879\u76ee\u4ea4\u4ed8\u5468\u671f\u3002<\/p>\n
\u5173\u952e\u6307\u6807\u5bf9\u6bd4\u4e0e\u9009\u578b\u5efa\u8bae<\/h2>\n
\u5e02\u9762\u4e0a\u53f7\u79f0\u80fd\u505a\u56fe\u6587\u8f6c\u6362<\/strong>\u7684\u7ad9\u70b9\u4e0d\u5c11\uff0c\u4f46\u771f\u6b63\u80fd\u7a33\u5b9a\u652f\u6491\u4f01\u4e1a\u7ea7\u6d41\u91cf\u4e14\u4fdd\u6301\u514d\u8d39\u7684\u5e76\u4e0d\u591a\u3002\u4e0b\u8868\u662f\u6211\u5728\u5b9e\u9645\u538b\u6d4b\u4e2d\u8bb0\u5f55\u7684\u51e0\u9879\u6838\u5fc3\u8868\u73b0\uff0c\u4f9b\u9700\u8981\u642d\u5efa\u5185\u90e8\u77e5\u8bc6\u5e93\u6216\u5386\u53f2\u6863\u6848\u6570\u5b57\u5316\u7684\u56e2\u961f\u53c2\u8003\uff1a<\/p>\n\n\n\n\n\n\n\n\n
\u529f\u80fd\u7ef4\u5ea6<\/th>\n\u4f20\u7edf\u684c\u9762\u7aef\u8f6f\u4ef6<\/th>\n\u4e3b\u6d41\u5546\u4e1aAPI<\/th>\n\u63a8\u8350\u5728\u7ebf\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n
\u90e8\u7f72\u6210\u672c<\/td>\n\u9ad8\uff08\u9700\u8d2d\u4e70\u6388\u6743\uff09<\/td>\n\u6309\u6b21\u8ba1\u8d39\uff0c\u91cf\u5927\u6602\u8d35<\/td>\n\u96f6\u6210\u672c<\/span><\/td>\n<\/tr>\n
\u8868\u683c\u8fd8\u539f\u7cbe\u5ea6<\/td>\n\u4e2d\u7b49<\/td>\n\u9ad8<\/td>\n\u9ad8\uff08ocr\u8868\u683c\u8bc6\u522b<\/strong>\u4f18\u5316\u660e\u663e\uff09<\/td>\n<\/tr>\n
\u9690\u79c1\u5b89\u5168\u6027<\/td>\n\u672c\u5730\u8fd0\u884c\uff0c\u7edd\u5bf9\u5b89\u5168<\/td>\n\u4f9d\u8d56\u7b2c\u4e09\u65b9\u670d\u52a1\u5668<\/td>\n\u4f20\u8f93\u52a0\u5bc6\uff0c\u9605\u540e\u5373\u711a<\/td>\n<\/tr>\n
\u9002\u7528\u573a\u666f<\/td>\n\u6d89\u5bc6\u5185\u7f51\u6570\u636e<\/td>\n\u6d77\u91cf\u5e76\u53d1\u4e1a\u52a1\u6d41<\/td>\n\u654f\u6377\u529e\u516c\u4e0e\u8f7b\u91cf\u7ea7\u5f52\u6863<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n  \ud83d\udca1 \u5b9e\u64cd\u63d0\u793a\uff1a<\/strong>\u5728\u5904\u7406\u624b\u5199\u4f53\u6216\u8005\u6a21\u7cca\u626b\u63cf\u4ef6\u65f6\uff0c\u5efa\u8bae\u5148\u4f7f\u7528\u7cfb\u7edf\u81ea\u5e26\u7684\u56fe\u50cf\u589e\u5f3a\u529f\u80fd\u62c9\u9ad8\u5bf9\u6bd4\u5ea6\u3002\u5927\u591a\u6570\u56fe\u7247\u8bc6\u522b\u6587\u5b57 \u5728\u7ebf<\/strong>\u5f15\u64ce\u5bf9\u4e8c\u503c\u5316\u540e\u7684\u9ed1\u767d\u56fe\u50cf\u8bc6\u522b\u7387\u4f1a\u63d0\u5347\u81f3\u5c1130%\u3002\u540c\u65f6\uff0c\u5bfc\u51fa\u65f6\u52fe\u9009\u201c\u4fdd\u7559\u6bb5\u843d\u683c\u5f0f\u201d\uff0c\u80fd\u5927\u5e45\u51cf\u5c11\u540e\u671f\u5728Word\u91cc\u7684\u91cd\u65b0\u6392\u7248\u65f6\u95f4\u3002\n<\/div>\n
\u5f52\u6839\u7ed3\u5e95\uff0c\u6280\u672f\u662f\u4e3a\u4e86\u91ca\u653e\u751f\u4ea7\u529b\u3002\u65e0\u8bba\u662f\u505a\u4e2a\u4eba\u77e5\u8bc6\u7ba1\u7406\uff0c\u8fd8\u662f\u4f01\u4e1a\u5185\u90e8\u7684\u8d44\u4ea7\u6570\u5b57\u5316\uff0c\u638c\u63e1\u4e00\u5957\u987a\u624b\u7684\u6587\u5b57\u8bc6\u522b \u5728\u7ebf<\/strong>\u5de5\u4f5c\u6d41\u90fd\u80fd\u8ba9\u4f60\u4ece\u91cd\u590d\u52b3\u52a8\u4e2d\u62bd\u8eab\u3002\u628a\u7cbe\u529b\u96c6\u4e2d\u5728\u67b6\u6784\u8bbe\u8ba1\u548c\u4e1a\u52a1\u903b\u8f91\u4e0a\uff0c\u8fd9\u624d\u662f\u5f00\u53d1\u8005\u8be5\u6709\u7684\u6837\u5b50\u3002\u4e0b\u6b21\u9047\u5230\u6ee1\u5c4f\u7684\u622a\u56fe\u9700\u8981\u5f55\u5165\u65f6\uff0c\u4e0d\u59a8\u8bd5\u8bd5\u8fd9\u5957\u7ec4\u5408\u62f3\uff0c\u6548\u7387\u63d0\u5347\u7acb\u7aff\u89c1\u5f71\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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