{
    "info": {
        "author": "bmxbmx3",
        "author_email": "982766639@qq.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Software Development :: Build Tools"
        ],
        "description": "\ufeff# cn_sort\n\n\u6309\u62fc\u97f3\u548c\u7b14\u987a\u7cbe\u786e\u3001\u5feb\u901f\u6392\u5e8f\u5927\u91cf\u7b80\u4f53\u4e2d\u6587\u8bcd\u7ec4\uff08\u652f\u6301\u767e\u4e07\u6570\u91cf\u7ea7\uff0c\u7b80\u4f53\u4e2d\u6587\u4e0e\u975e\u4e2d\u6587\u6df7\u7528\u7684\u8bcd\u7ec4\u4e5f\u53ef\uff09\uff0c\u6709\u6548\u89e3\u51b3\u591a\u97f3\u5b57\u6df7\u6392\u7684\u95ee\u9898\u3002\n\n# \u4f9d\u8d56\n\n\u8fd0\u884cpython\u7248\u672c\uff1a\n\n+ 3.6+\n\n\u672c\u9879\u76ee\u6d89\u53ca\u4ee5\u4e0b\u4f9d\u8d56\uff1a\n\n+ jieba\n+ pypinyin\n\n# \u5b89\u88c5\n\npip\u5b89\u88c5\u547d\u4ee4\uff1a\n\n```shell\npip install cn_sort --upgrade\n```\n\n\u5982\u679c\u63d0\u793a\u7f3a\u5c11\u4f9d\u8d56\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a\n\n```shell\npip install -r requirements.txt\n```\n\n# \u4f7f\u7528\n\n## \u5165\u95e8\n\n\u57fa\u672c\u7528\u6cd5\u5982\u4e0b\uff1a\n\n```python\nfrom cn_sort.process_cn_word import *\n\nif __name__ == \"__main__\":\n   # \u5148\u6309\u62fc\u97f3\uff0c\u518d\u6309\u7b14\u987a\u6392\u5e8f\n   text_list = [\"\u91cd\u5fc3\", \"\u6cb3\u6c34\", \"\u91cd\u5e86\", \"\u6cb3\u6d41\", \"WTO\u4e16\u8d38\u7ec4\u7ec7\"]  # \u5f85\u6392\u5e8f\u7684\u4e2d\u6587\u8bcd\u7ec4\u5217\u8868\n   result_text_list = list(sort_text_list(text_list, mode=Mode.PINYIN))  # mode=Mode.pinyin\u53ef\u4ee5\u4e0d\u5199\n   print(result_text_list)\n   # \u8f93\u51fa\uff1a\n   # ['WTO\u4e16\u8d38\u7ec4\u7ec7', '\u91cd\u5e86', '\u6cb3\u6d41', '\u6cb3\u6c34', '\u91cd\u5fc3']\n\n   # \u53ea\u6309\u7b14\u987a\u6392\u5e8f\n   text_list = [\"\u4e8c\", \"\u91cd\u8981\", \"\u4e09\", \"\u4e00\u4e8c\", \"\u4e00\", \"22\", \"1\", \"a\", \"\u91cd\u5e86\"]  # \u5f85\u6392\u5e8f\u7684\u4e2d\u6587\u8bcd\u7ec4\u5217\u8868\n   a = list(sort_text_list(mode=Mode.BIHUA))\n   print(a)\n\n   # \u8f93\u51fa\uff1a\n   # ['1', '22', 'a', '\u4e00', '\u4e00\u4e8c', '\u4e8c', '\u4e09', '\u91cd\u5e86', '\u91cd\u8981']\n```\n\n## \u8bbe\u7f6e\u8f93\u51fa\u65e5\u5fd7\u7ea7\u522b\n\n```python\nfrom cn_sort.process_cn_word import *\n\nif __name__ == \"__main__\":\n    set_stdout_level(\"CRITICAL\")  # \u65e5\u5fd7\u7ea7\u522b\uff1aDEBUG\u3001INFO\u3001WARN\u3001ERROR\u3001CRITIAL\n```\n\n# \u6784\u601d\n\ncn_sort\u5e93\u7684\u6838\u5fc3\u601d\u60f3\u662f\u57fa\u6570\u6392\u5e8f\uff0c\u601d\u60f3\u7c7b\u4f3c\u8fd9\u7bc7\u63d0\u5230\u7684\u5bf9\u82f1\u6587\u5355\u8bcd\u7684\u6392\u5e8f\uff1a [Java \u5b9e\u73b0 \u5355\u8bcd\u6392\u5e8f\u2014\u2014\u2014\u57fa\u6570\u6392\u5e8f](https://www.jianshu.com/p/3331930a90bf) \u3002\n\ncn_sort\u5e93\u6392\u5e8f\u5206\u4e24\u79cd\u6a21\u5f0f\uff1a\n\n* \u6a21\u5f0f\u4e00\uff08\u9ed8\u8ba4\uff09\uff1a\u5bf9\u8bcd\u4ece\u5de6\u5f80\u53f3\u9010\u5b57\u5148\u5bf9\u6bd4\u62fc\u97f3\u6392\u5e8f\uff0c\u5f53\u62fc\u97f3\u76f8\u540c\u65f6\u518d\u5bf9\u6bd4\u7b14\u987a\u7684\u6392\u5e8f\u65b9\u5f0f\uff0c\u5982`[\"\u552f\u4f9d\",\"\u552f\u8863\",\"\u552f\u4e00\",\"\u554a\"]`\u6392\u5e8f\u4e3a`[\"\u554a\",\"\u552f\u4e00\", \"\u552f\u8863\", \"\u552f\u4f9d\"]`\u3002\n* \u6a21\u5f0f\u4e8c\uff1a\u5bf9\u8bcd\u4ece\u5de6\u5f80\u53f3\u9010\u5b57\u5bf9\u6bd4\u7b14\u987a\u6392\u5e8f\uff0c\u5982`[\"\u4e09\",\"\u4e8c\",\"\u4e00\",\"\u4e00\u4e8c\"]`\u6392\u5e8f\u4e3a`[\"\u4e00\",\"\u4e00\u4e8c\", \"\u4e8c\", \"\u4e09\"]`\u3002\n\ncn_sort\u5e93\u5206\u4e3a\u8bcd\u7ec4\u91cf\u5c11\uff08\u6392\u5e8f\u65b9\u5f0f\u4e00\uff09\u4e0e\u8bcd\u7ec4\u91cf\u591a\uff08\u6392\u5e8f\u65b9\u5f0f\u4e8c\uff09\u7684\u6392\u5e8f\u65b9\u5f0f\uff0c\u8fd9\u4e24\u79cd\u65b9\u5f0f\u9ed8\u8ba4\u7684\u8bcd\u7ec4\u91cf\u9608\u503c\u4e3a100000\u3002\u6a21\u5f0f\u4e00\u5206\u6392\u5e8f\u65b9\u5f0f\u4e00\u4e0e\u6392\u5e8f\u65b9\u5f0f\u4e8c\uff0c\u6a21\u5f0f\u4e8c\u53ea\u91c7\u7528\u6392\u5e8f\u65b9\u5f0f\u4e00\u3002\n\n\u6838\u5fc3\u7b97\u6cd5\u4f4d\u4e8e./cn_sort/process_cn_word.py\u3002\n\n## \u6392\u5e8f\u65b9\u5f0f\u4e00\n\ncn_sort\u5e93\u5f53\u8bcd\u7ec4\u91cf\u5c11\u65f6\uff0c\u5305\u542b\u6700\u57fa\u672c\u7684\u6392\u5e8f\u529f\u80fd\u3002\n\n\u5bf9\u4e8e\u6a21\u5f0f\u4e00\u7684\u57fa\u672c\u601d\u60f3\u5982\u4e0b\u56fe\uff1a\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/%E8%AF%8D%E7%BB%84%E9%87%8F%E5%B0%91.png\" width=\"60%\"/>\n  <br>\u8bcd\u7ec4\u91cf\u5c11\u65f6\u7684\u6392\u5e8f\u601d\u60f3</br>\n  <br></br>\n</div>\n\n\u2460\u6bcf\u4e2a\u8bcd\u7528pypinyin\u8f6c\u5316\u4e3a\u62fc\u97f3\u4e8c\u7ef4\u7ec4\u3002\n\n\u2461\u5404\u5b57\u6309\u5176\u62fc\u97f3\u548c\u7b14\u987a\u67e5\u8868\uff0c\u8f6c\u5316\u4e3a\u4f18\u5148\u7ea7\u4e8c\u7ef4\u7ec4\uff08\u5217\u6570\u4ee5\u6240\u6709\u8bcd\u7684\u6700\u5927\u957f\u5ea6\u4e3a\u754c\uff0c\u77ed\u4e8e\u8be5\u957f\u5ea6\u7684\u8bcd\u672b\u5c3e\u88650\uff09\n\n\u2462\u4ece\u6700\u4f4e\u4f4d\u5f80\u6700\u9ad8\u4f4d\uff0c\u5bf9\u4f18\u5148\u7ea7\u4e8c\u7ef4\u6570\u7ec4\u7eb5\u5411\u91c7\u7528python\u7684tim\u6392\u5e8f\uff0c\u6a2a\u5411\u91c7\u7528\u57fa\u6570\u6392\u5e8f\u3002\n\n\u2463\u67e5\u8868\uff0c\u5c06\u4f18\u5148\u7ea7\u4e8c\u7ef4\u6570\u7ec4\u6062\u590d\u4e3a\u6392\u5e8f\u597d\u7684\u8bcd\u7ec4\u3002\n\n\u5bf9\u4e8e\u6a21\u5f0f\u4e8c\uff0c\u53ea\u9700\u628a\u8bcd\u7ec4\u62c6\u6210\u5b57\uff0c\u518d\u6309\u7b14\u987a\u8f6c\u6362\u6210\u5bf9\u5e94\u7684\u4f18\u5148\u7ea7\u4e8c\u7ef4\u7ec4\u5373\u53ef\uff0c\u539f\u7406\u540c\u4e0a\u3002\n\n## \u6392\u5e8f\u65b9\u5f0f\u4e8c\n\ncn_sort\u5e93\u5f53\u8bcd\u7ec4\u91cf\u591a\u65f6\uff0c\u91c7\u7528\u591a\u8fdb\u7a0b\u63d0\u9ad8\u8fd0\u7b97\u901f\u5ea6\u3002\u5148\u5c06\u8bcd\u7ec4\u91cf\u6309cpu\u6570-1\u6765\u5206\u6bb5\uff0c\u7528cpu\u6570-1\u4e2a\u751f\u4ea7\u8005\u8fdb\u7a0b\u5904\u7406\u8fd9\u5206\u6bb5\u540e\u7684\u8bcd\u7ec4\u91cf\uff0c\u4e3a\u4e86\u63d0\u9ad8\u8fd0\u884c\u901f\u5ea6\uff0c\u91c7\u7528jieba\u5206\u5272\u5e76\u8fc7\u6ee4\u51fa\u91cd\u590d\u7684\u8bcd\u5143\uff0c\u6700\u540e\u5c06\u8fd9\u4e9b\u8bcd\u5143\u653e\u4e8e1\u4e2a\u6d88\u8d39\u8005\u8fdb\u7a0b\u4e2d\uff0c\u6309\u8bcd\u7ec4\u91cf\u5c11\u65f6\u7684\u60c5\u51b5\u6392\u5e8f\uff0c\u6700\u540e\u518d\u6309\u6bcf\u4e2a\u8bcd\u95f4\u7684'\\n'\n\u5b9a\u4f4d\u6807\u5fd7\uff0c\u91cd\u65b0\u6062\u590d\u6210\u6392\u5e8f\u597d\u7684\u8bcd\u7ec4\u3002\u5927\u4f53\u6784\u601d\u5982\u4e0b\uff1a\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/%E8%AF%8D%E7%BB%84%E9%87%8F%E5%A4%9A.png\" width=\"60%\"/>\n  <br>\u8bcd\u7ec4\u91cf\u591a\u65f6\u7684\u6392\u5e8f\u601d\u60f3</br>\n  <br></br>\n</div>\n\n\u4e3a\u4e86\u4fbf\u4e8e\u5bf9\u591a\u8fdb\u7a0b\u5904\u7406\u4e2d\u6587\u6392\u5e8f\u7684\u7406\u89e3\uff0c\u6211\u8fd9\u91cc\u5199\u4e86\u4e00\u4e2ademo\uff1a\n\n```python\nfrom multiprocessing import *\nfrom multiprocessing.pool import Pool\nfrom openpyxl import Workbook\nfrom time import *\n\n\n# \u8fd9\u91cc\u66ff\u6362\u4e3a\u751f\u4ea7\u8005\u4e0e\u6d88\u8d39\u8005\u8fdb\u7a0b\uff0c\u5305\u62ec\u4e2d\u6587\u6392\u5e8f\ndef write_to_excel(num_split):\n    index = num_split[0]  # \u7b2cindex\u4e2a\u8fdb\u7a0b\n    num_list = num_split[1]  # \u987a\u5e8f\u5206\u5272\u540e\u7684\u6570\u636e\u91cf\n\n    # \u5199\u5165\u6587\u4ef6\n    wb = Workbook()\n    ws = wb.create_sheet(\"newSheet\")\n    for i in range(len(num_list)):\n        ws.cell(row=i + 1, column=1).value = num_list[i]\n    wb.save('test' + str(index) + '.xlsx')\n    print(\"\u6b63\u5728\u751f\u6210\u7b2c\" + str(index + 1) + \"\u4e2a\u6587\u4ef6\")\n\n\nif __name__ == \"__main__\":\n\n    # \u8ba1\u7b97\u7a0b\u5e8f\u8fd0\u884c\u65f6\u95f4\n    start_time = time()\n\n    # \u539f\u59cb\u6570\u636e\n    num = list(range(1, 1000000 + 1))\n\n    # \u5206\u5272\u6570\u636e\u91cf\n    n = 100\n    num_split = []\n    quotient, remainder = divmod(len(num), n)\n    for i in range(n):\n        first_index = i * quotient\n        end_index = (i + 1) * quotient if i < n - 1 else None\n        temp = num[first_index:end_index]\n        num_split.append([i, temp])\n\n    # \u591a\u8fdb\u7a0b\u5904\u7406\u6570\u636e\uff08\u8017\u5c3dcpu\u7b97\u529b\uff09\n    cpu_n = cpu_count()  # \u83b7\u53d6cpu\u6570\uff0c\u63a7\u5236\u8fdb\u7a0b\u91cf\n    pool = Pool(cpu_n)\n    for i in range(n):\n        pool.apply_async(func=write_to_excel, args=(num_split[i],))\n    pool.close()\n    pool.join()\n\n    end_time = time()\n    print(\"\u8017\u65f6\" + str(end_time - start_time))\n```\n\n\u5728\u8fd9\u4e2ademo\u57fa\u7840\u4e0a\uff0ccn_sort\u5e93\u589e\u6dfb\u4e86\u751f\u4ea7\u8005\u4e0e\u6d88\u8d39\u8005\u8fdb\u7a0b\uff0c\u4ee5\u53ca\u8fdb\u7a0b\u95f4\u7684\u901a\u4fe1\u3002\n\n\u5f53\u591a\u8fdb\u7a0b\u4efb\u52a1\u5207\u6362\u9891\u7e41\u51fa\u73b0\u9519\u8bef\u65f6\uff0c\u5e94\u5c06\u7a0b\u5e8f\u5165\u53e3\u653e\u5728`if __name__==\"__main__\":`\u4e0b\u6267\u884c\uff0c\u9664\u6b64\u4ee5\u5916\uff0csort_text_list\u51fd\u6570\u7684freeze\u53c2\u6570\u5e94\u8bbe\u7f6e\u4e3aTrue\uff1a\n\n```python\nif __name__ == \"__main__\":\n    set_stdout_level(\"INFO\")\n    sort_text_list([\"992\", \"3.\", \"2.\", \"\u91cd\u5e86\", \"\u4eba\u6c11\", \"Awsl\"] * 1000000, freeze=True)\n\n    # \u4e00\u767e\u4e07\u8bcd\u7ec4\u91cf\u6392\u5e8f\u8f93\u51fa\n    # 2021-03-02 16:36:45,611 - all - INFO - get_text_spit_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.182560s\n    # 2021-03-02 16:36:48,230 - all - INFO - get_word_dict\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.222509s\n    # 2021-03-02 16:37:00,198 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b1\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,314 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b9\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,327 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b5\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,389 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b3\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,390 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b10\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,397 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b2\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,417 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b4\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,490 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b11\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,493 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b6\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,558 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b7\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,598 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b8\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:00,598 - all - INFO - \u5206\u8bcd\u603b\u7ed3\u679c\u4e3a7\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n    # 2021-03-02 16:37:02,306 - all - INFO - multiprocess_split_text_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a16.693209s\n    # 2021-03-02 16:37:02,308 - all - INFO - hadle_seged_text_word\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.000000s\n    # 2021-03-02 16:37:02,448 - all - INFO - sort_text_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a18.033616s\n```\n\n## \u8bbe\u7f6e\u8bcd\u7ec4\u91cf\u9608\u503c\n\n\u5982\u679c\u4f60\u8981\u66f4\u6539\u4f7f\u7528\u6392\u5e8f\u65b9\u5f0f\u4e00\u4e0e\u6392\u5e8f\u65b9\u5f0f\u4e8c\u4e4b\u95f4\u7684\u8bcd\u7ec4\u91cf\u9608\u503c\uff0c\u53ef\u5bf9sort_text_list\u51fd\u6570\u7684threshold\u53c2\u6570\u8fdb\u884c\u8c03\u6574\uff1a\n\n```python\nfrom cn_sort.process_cn_word import *\n\nif __name__ == \"__main__\":\n    set_stdout_level(\"INFO\")\n    sort_text_list([\"992\", \"\u4eba\u6c11\", \"Awsl\"] * 100000, freeze=True, threshold=5000)\n\n    # \u6240\u5904\u7406\u7684\u8bcd\u7ec4\u91cf\u4e3a3*100000=300000\uff0c\u5927\u4e8e\u9608\u503c5000\uff0c\u6b64\u65f6cn_sort\u91c7\u7528\u6392\u5e8f\u65b9\u5f0f\u4e8c\n```\n\n## \u6ce8\u610f\n\npypinyin\u4f1a\u5c06\u4e00\u4e2a\u5b57\u7684\u4e0d\u540c\u58f0\u8c03\u6807\u6ce8\u4e3a\u8fd9\u79cd\u5f62\u5f0f\uff1a\u5982\u201c\u554a\u201d\u5b57\uff0c\u56db\u79cd\u58f0\u8c03\u53ca\u8f7b\u58f0\u6807\u6ce8\u4e3aa\uff08\u8f7b\u58f0\uff09\u3001a1\uff08\u5e73\u58f0\uff09\u3001a2\uff08\u4e0a\u58f0\uff09\u3001a3\uff08\u53bb\u58f0\uff09\u3001a4\uff08\u5165\u58f0\uff09\u3002\n\n## \u65e5\u5fd7\n\ncn_sort\u5e93\u4fdd\u5b58\u4e86\u4e2d\u6587\u6392\u5e8f\u5404\u51fd\u6570\u8fd0\u884c\u7684\u8bb0\u5f55\u3002\n\n\u5982\u679c\u6709\u627e\u4e0d\u5230\u4f18\u5148\u7ea7\u7684\u8bcd\uff0c\u5373pyinyin\u65e0\u6cd5\u53d1\u73b0\u8be5\u8bcd\u5bf9\u5e94\u7684\u62fc\u97f3\uff08\u8868\u660e\u8be5\u8bcd\u6709\u5f85\u6536\u5165\u4f18\u5148\u7ea7\u8868\u4e2d\uff09\uff0c\u8be5\u8bb0\u5f55\u4f1a\u5b58\u4e8e\u5f53\u524d\u6587\u4ef6\u5939\u4e0b\u6240\u751f\u6210\u7684error.log\u4e2d\uff0c\u663e\u793a\u793a\u4f8b\u5982\u4e0b\uff1a\n\n```locale\n2019-10-31 00:34:29,922 - error - ERROR - \u65e0\u6cd5\u627e\u5230\u8bcd\u8bed\u201c\u2192\n\u201d\u4e2d\u7684\u62fc\u97f3\u7d22\u5f15\u4e3a\u201c\u2192\u201d\n2019-10-31 00:34:48,193 - error - ERROR - \u65e0\u6cd5\u627e\u5230\u8bcd\u8bed\u201c\u2192\n\u201d\u4e2d\u7684\u62fc\u97f3\u7d22\u5f15\u4e3a\u201c\u2192\u201d\n2021-02-28 17:15:10,143 - error - ERROR - \u65e0\u6cd5\u627e\u5230\u8bcd\u8bed\u201c\u2192\n\u201d\u4e2d\u7684\u62fc\u97f3\u7d22\u5f15\u4e3a\u201c\u2192\u201d\n``` \n\n\u5982\u679c\u4f60\u60f3\u89c2\u5bdfcn_sort\u5e93\u5404\u51fd\u6570\u8fd0\u884c\u7684\u65f6\u95f4\u7b49\u7ec6\u8282\uff0c\u8be5\u8bb0\u5f55\u4f1a\u5b58\u4e8e\u5f53\u524d\u6587\u4ef6\u5939\u4e0b\u6240\u751f\u6210\u7684all.log\u4e2d\uff0c\u663e\u793a\u793a\u4f8b\u5982\u4e0b\uff1a\n\n```locale\n2021-03-02 16:28:18,582 - all - INFO - multiprocess_split_text_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a19.873153s\n2021-03-02 16:28:18,584 - all - INFO - hadle_seged_text_word\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.000000s\n2021-03-02 16:28:18,727 - all - INFO - sort_text_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a21.789078s\n2021-03-02 16:28:26,124 - all - INFO - radix_sort\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a2.552099s\n2021-03-02 16:36:45,611 - all - INFO - get_text_spit_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.182560s\n2021-03-02 16:36:48,230 - all - INFO - get_word_dict\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.222509s\n2021-03-02 16:37:00,198 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b1\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,314 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b9\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,327 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b5\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,389 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b3\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,390 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b10\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,397 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b2\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,417 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b4\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,490 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b11\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,493 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b6\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,558 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b7\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,598 - all - INFO - \u5206\u8bcd\u8fdb\u7a0b8\u5df2\u5207\u52728\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n2021-03-02 16:37:00,598 - all - INFO - \u5206\u8bcd\u603b\u7ed3\u679c\u4e3a7\u4e2a\u4e0d\u91cd\u590d\u7684\u8bcd\n```\n\n# \u6548\u679c\uff08\u7c97\u7565\u8ba1\u7b97\uff09\n\n\u8bd5\u9a8c\u73af\u5883\uff08\u534e\u7855\uff0c\u5df2\u75285\u5e74\uff09\uff1a\n\n* \u7cfb\u7edf\uff1aWindows 10\u4e13\u4e1a\u7248\uff0864\u4f4d\uff09\n* \u5904\u7406\u5668\uff1a Intel(R) Core(TM) i5-4200H CPU @ 2.80 GHz 2.79 GHz\n* \u5df2\u5b89\u88c5\u5185\u5b58\uff1a12.0 GB\n\n\u5f53\u8bcd\u7ec4\u91cf<=100000\u65f6\uff0c\u5bf9\u4e8e\u4e07\u7ea7\u7684\u8bcd\u7ec4\u91cf\u6392\u5e8f\u901f\u5ea6\u5927\u6982\u80fd\u63a7\u5236\u57281-2\u79d2\uff0c\u5341\u4e07\u7ea7\u7684\u8bcd\u7ec4\u91cf\u5927\u6982\u80fd\u63a7\u5236\u57285-10\u79d2\u3002\n\n\u5f53\u8bcd\u7ec4\u91cf>100000\u65f6\uff0c\u5bf9\u4e8e\u767e\u4e07\u7ea7\u7684\u8bcd\u7ec4\u91cf\uff0c\u6392\u5e8f\u901f\u5ea6\u53ef\u63a7\u5236\u572815-30\u79d2\u3002\n\nprocess_cn_word.py\uff08\u542b\u6838\u5fc3\u7b97\u6cd5\uff09\u4e3b\u8981\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u6d4b\u8bd5\u5982\u4e0b\uff1a\n\n```python\nfrom cn_sort.process_cn_word import *\n\nif __name__ == \"__main__\":\n    set_stdout_level(\"INFO\")\n    print(list(sort_text_list([\"awsl\", \",wa\", \"\u91cd\u8981\", \"\u91cd\u5e86\", \"\u4eba\u6c11\", \"Awsl\"])))\n\n# \u8f93\u51fa\n# 2021-03-01 12:59:53,215 - all - INFO - handle_text_word\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.000000s\n# 2021-03-01 12:59:53,218 - all - INFO - sort_text_list\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.003029s\n# 2021-03-01 12:59:53,352 - all - INFO - get_word_dict\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.130002s\n# 2021-03-01 12:59:53,355 - all - INFO - radix_sort\u51fd\u6570\u8fd0\u884c\u65f6\u95f4\u4e3a0.000000s\n# [',wa', 'Awsl', 'awsl', '\u91cd\u5e86', '\u4eba\u6c11', '\u91cd\u8981']\n```\n\n\u53ef\u89c1cn_sort\u5e93\u4e3b\u8981\u8017\u65f6\u5728\u5bf9all_word\u8868\uff08\u5b57\u7b26\u4f18\u5148\u7ea7\u8868\uff0cjson\u6587\u4ef6\uff09\u7684I/O\u4f20\u8f93\u4e0a\uff08get_word_dict\u51fd\u6570\u9884\u5148\u83b7\u53d6all_word\u8868\u4ee5\u7528\u4e8e\u6392\u5e8f\uff09\u3002\n\n# \u7f3a\u9677\n\n\u6b64\u7248\uff08\u7b2c\u4e00\u7248\uff09\u5bf9\u6c49\u5b57\u6392\u5e8f\u7684\u57fa\u672c\u601d\u60f3\uff0c\u5176\u5b9e\u5c5e\u4e8e\u57fa\u6570\u6392\u5e8f\u7684\u4e00\u79cd\uff1a\u6700\u4f4e\u4f4d\u4f18\u5148\u57fa\u6570\u6392\u5e8f\u3002\u7279\u522b\u662f\u8fd9\u7bc7\u4ecb\u7ecd\u57fa\u6570\u6392\u5e8f\u76f8\u5173\u7b97\u6cd5\u7684\u6587\u7ae0\uff1a[\u5e38\u89c1\u7684\u4e94\u7c7b\u6392\u5e8f\u7b97\u6cd5\u56fe\u89e3\u548c\u5b9e\u73b0\uff08\u591a\u5173\u952e\u5b57\u6392\u5e8f\uff1a\u57fa\u6570\u6392\u5e8f\u4ee5\u53ca\u5404\u4e2a\u6392\u5e8f\u7b97\u6cd5\u7684\u603b\u7ed3\uff09](https://www.cnblogs.com/kubixuesheng/p/4374225.html)\n\u539f\u6765\u57fa\u6570\u6392\u5e8f\u8fd8\u6709\u6700\u9ad8\u4f4d\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\u3001\u94fe\u5f0f\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\u7b49\u3002\u8fd9\u8ba9\u6211\u7a81\u7136\u610f\u8bc6\u5230\u4e4b\u524d\u5bf9\u8bcd\u7ec4\u8f6c\u6362\u4e3a\u4f18\u5148\u7ea7\u4e8c\u7ef4\u7ec4\u65f6\u88650\u7684\u64cd\u4f5c\uff0c\u53ef\u80fd\u53cd\u800c\u7ed9\u7a7a\u95f4\u590d\u6742\u5ea6\u9020\u6210\u4e86\u8d1f\u62c5\uff0c\u4e5f\u8bb8\u6362\u6210\u94fe\u5f0f\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\u80fd\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u800c\u4e14\u6700\u9ad8\u4f4d\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\u6211\u4e5f\u672a\u66fe\u5c1d\u8bd5\u8fc7\uff0c\u60f3\u770b\u4e00\u4e0b\u540e\u7eed\u5982\u679c\u7528\u5b83\u76f8\u6bd4\u6700\u4f4e\u4f4d\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\u5728\u65f6\u95f4\u590d\u6742\u5ea6\u4e0a\u6709\u6ca1\u6709\u8f83\u5927\u7684\u63d0\u5347\u3002\n\n\u540c\u65f6\u6211\u4e5f\u53d1\u73b0\uff0c\u53d7\u9650\u4e8e\u6392\u5e8f\u7b97\u6cd5\u7684\u7a33\u5b9a\u6027\uff0c\u82e5\u8bcd\u7ec4\u4e2d\u5927\u91cf\u51fa\u73b0\u76f8\u540c\u6216\u8005\u76f8\u8fd1\u7684\u8bcd\uff0c\u4ee5\u53ca\u8bcd\u7684\u957f\u5ea6\u51fa\u73b0\u67d0\u51e0\u4e2a\u8bcd\u5f88\u957f\u800c\u5176\u4f59\u7684\u8bcd\u90fd\u5f88\u77ed\u7684\u60c5\u51b5\uff0c\u7a0b\u5e8f\u8fd0\u884c\u7684\u6548\u7387\u4f1a\u4e25\u91cd\u4e0b\u964d\u3002\n\n\u6211\u6240\u67e5\u9605\u7684\u8d44\u6599\u4e2d\uff0c\u7b97\u6cd5\u5bfc\u8bba\u542b\u6709\u7528\u6700\u9ad8\u4f4d\u57fa\u6570\u6392\u5e8f\u7b97\u6cd5\uff08MSD\uff09\u5bf9\u82f1\u6587\u5355\u8bcd\u9010\u7ea7\u6392\u5e8f\u7684\u63cf\u8ff0\uff1a[Algorithms: String Sorts](https://www.informit.com/articles/article.aspx?p=2180073) \u3002\n\u540e\u9762\u6211\u4f1a\u82b1\u70b9\u65f6\u95f4\u597d\u597d\u7814\u7a76\u4e00\u4e0bMSD\u7684\u539f\u7406\uff0c\u770b\u80fd\u5426\u5e94\u7528\u5230\u7b2c\u4e8c\u7248cn_sort\u5e93\u4e2d\u3002\n\n\u6b64\u5916\uff0c\u8bcd\u7ec4\u6392\u5e8f\u7684\u901f\u5ea6\uff0c\u53d7\u9650\u4e8epypinyin\u8bc6\u522b\u62fc\u97f3\u65f6\u6240\u91c7\u7528\u7684\u5206\u8bcd\u7b97\u6cd5\uff08\u5177\u4f53\u53c2\u89c1[\u5bf9\u62fc\u97f3\u8bc6\u522b\u7684\u6539\u8fdb\u5efa\u8bae](https://github.com/mozillazg/python-pinyin/issues/188)\uff09\uff1a\u5bf9\u6bd4\u4e00\u767e\u4e07\u4e2a\u8bcd\u7ec4\u8fdb\u884c\u5206\u8bcd\uff0c\u7528cn_sort\u5e93\u5f00\u6ee14\u4e2a\u8fdb\u7a0b\u5e76\u53d1\u6392\u5e8f\uff0cjieba\u7684\u5904\u7406\u901f\u5ea6\u7ea6\u4e3a20\u79d2\uff0c\u800cpypinyin\u5185\u7f6e\u7684[\u4e2d\u6587\u5206\u8bcd\u7b97\u6cd5](https://github.com/mozillazg/python-pinyin/tree/master/pypinyin/seg)\u7ea6\u4e3a60\u79d2\u2014\u2014\u53ef\u89c1\u5c0f\u89c4\u6a21\u8bcd\u7ec4\u6392\u5e8f\u7684\u4e0a\u9650\u53ef\u505a\u8fdb\u4e00\u6b65\u63d0\u5347\u3002\u672a\u6765\u4f1a\u8054\u7cfbpypinyin\u5e93\u7684\u4f5c\u8005[mozillazg](https://github.com/mozillazg)\uff0c\u770b\u80fd\u5426\u53c2\u4e0e\u6539\u8fdb\u5185\u7f6e\u7684\u5206\u8bcd\u7b97\u6cd5\uff0c\u4ece\u800c\u6452\u5f03jieba\u5e93\u3002\n\n# \u8868\u7ed3\u6784\n\n\u9884\u5148\u6536\u96c6\u597d\u4e24\u4e07\u591a\u4e2a\u6c49\u5b57\u7684\u7b14\u987a\u4e0e\u62fc\u97f3\uff0c\u5e76\u6392\u5e8f\u597d\u6c49\u5b57\u7684\u4f18\u5148\u7ea7\uff0c\u5b58\u50a8\u4e8e./cn_sort/res/chinese_words.db\uff0c\u4e3a\u4e86pip\u5b89\u88c5\u65f6\u63d0\u9ad8\u901f\u5ea6\uff0c\u5c06chinese_words.db\u7cbe\u7b80\u4e3ajson\u6587\u4ef6\uff0c\u5b58\u4e8e./cn_sort/res/all_word.json\uff08\u9884\u7f6e\u7684\u6c49\u5b57\u4f18\u5148\u7ea7\u8868\uff09\u3002\n\n\u9884\u7f6e\u7684\u6c49\u5b57\u4f18\u5148\u7ea7\u8868all_word.json\uff0c\u662f\u91c7\u53d6\u4ee5\u7a7a\u95f4\u6362\u65f6\u95f4\u7684\u601d\u60f3\uff0c\u5c06\u4e24\u4e07\u591a\u4e2a\u6c49\u5b57\u7f57\u5217\u51fa\u5b83\u4eec\u6309\u62fc\u97f3\u548c\u7b14\u987a\u4f5c\u6807\u51c6\u5171\u540c\u6392\u5e8f\u4e0b\u7684\u4f18\u5148\u7ea7\uff08\u5bf9\u5e94all_word\u8868\u4e2d\u7684evaluation_level\u5b57\u6bb5\uff09\uff0c\u8fd9\u6837\u5229\u7528hash\u8868\u7684\u7279\u6027\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u5b57\u80fd\u8fc5\u901f\u627e\u51fa\u5b83\u7684\u4f18\u5148\u7ea7\uff0c\u4ece\u800c\u63d0\u9ad8\u6392\u5e8f\u901f\u5ea6\u3002\n\n\u540c\u65f6\u4e3a\u4e86\u89e3\u51b3\u591a\u97f3\u5b57\u6392\u5e8f\u7684\u95ee\u9898\uff0c\u6bd4\u5982`['\u91cd\u8981','\u91cd\u5e86']`\u6392\u5e8f\u4e3a`['\u91cd\u5e86','\u91cd\u8981']`\n\uff0c\u6211\u987a\u5e26\u5c06\u4e00\u5b57\u591a\u97f3\uff08\u542b\u8f7b\u58f0\uff09\u7684\u60c5\u51b5\u7eb3\u5165\u6c49\u5b57\u4f18\u5148\u7ea7\u8868\u4e2d\uff0c\u540c\u65f6\u4e3a\u4e86\u8ba9cn_sort\u5e93\u66f4\u5177\u901a\u7528\u6027\uff0call_word\u8868\u4e5f\u6269\u5c55\u6536\u5165\u4e86\u5927\u5c0f\u5199\u5b57\u6bcd\u3001\u6570\u5b57\u3001\u6807\u70b9\u7b26\u53f7\u7b49\u5b57\u7b26\uff0c\u5c06\u5b83\u4eec\u7684\u4f18\u5148\u7ea7\u8bbe\u5728\u6c49\u5b57\u7684\u4f18\u5148\u7ea7\u4e4b\u524d\uff0c\u540c\u65f6\u5c06pypinyin\u672a\u80fd\u8bc6\u522b\u4ee5\u53caall_word\u8868\u672a\u6536\u5f55\u7684\u5b57\u7684\u4f18\u5148\u7ea7\u6807\u6ce8\u4e3a0\uff08\u4f18\u5148\u7ea7\u6700\u9ad8\uff09\u3002\n\n\u8868\u7ed3\u6784\u5982\u4e0b\uff1a\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/%E8%A1%A8%E6%A8%A1%E5%9E%8B.png\" width=\"60%\"/>\n  <br>\u8868\u6a21\u578b</br>\n  <br></br>\n</div>\n\n\u5404\u8868\u622a\u56fe\uff1a\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/pinyin%E8%A1%A8.png\" width=\"60%\"/>\n  <br>pinyin\u8868</br>\n  <br></br>\n</div>\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/word_pinyin%E8%A1%A8.png\" width=\"60%\"/>\n  <br>word_pinyin\u8868</br>\n  <br></br>\n</div>\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/bihua%E8%A1%A8.png\" width=\"60%\"/>\n  <br>bihua\u8868</br>\n  <br></br>\n</div>\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/word%E8%A1%A8.png\" width=\"60%\"/>\n  <br>word\u8868</br>\n  <br></br>\n</div>\n\n<div align=\"center\">\n  <img src=\"https://github.com/bmxbmx3/cn_sort/blob/master/readme_pic/all_word%E8%A1%A8.png\" width=\"60%\"/>\n  <br>all_word\u8868</br>\n  <br></br>\n</div>\n\n\u6211\u5236\u4f5call_word\u8868\u6807\u6ce8\u6c49\u5b57\u52a0\u5176\u4ed6\u5b57\u7b26\u7684\u4f18\u5148\u7ea7\u7684\u57fa\u672c\u601d\u8def\uff1a\n\n1. \u6536\u96c6\u6c49\u5b57\u6240\u6709\u53ef\u80fd\u7684\u62fc\u97f3\uff0c\u5c06\u5b83\u4eec\u6309\u82f1\u6587\u5355\u8bcd\u6392\u5e8f\u83b7\u5f97\u62fc\u97f3\u7684\u4f18\u5148\u7ea7\uff0c\u5b58\u4e8epinyin\u8868\u4e2d\u3002\n2. \u6536\u96c6\u4e24\u4e07\u591a\u4e2a\u6c49\u5b57\uff0c\u5c06pinyin\u8868\u4e2d\u62fc\u97f3\u7684\u4f18\u5148\u7ea7\u6807\u6ce8\u5728\u8fd9\u4e9b\u6c49\u5b57\u4e0a\uff0c\u5b58\u4e8eword_pinyin\u8868\u4e2d\u3002\n3. \u6536\u96c6\u6c49\u5b57\u6240\u6709\u53ef\u80fd\u7684\u7b14\u987a\uff0c\u5c06\u5b83\u4eec\u6309\u7b14\u987a\u6570\u6392\u5e8f\u83b7\u5f97\u7b14\u987a\u7684\u4f18\u5148\u7ea7\uff0c\u5b58\u4e8ebihua\u8868\u4e2d\u3002\n4. \u6309\u7b14\u987a\u548c\u62fc\u97f3\u4f5c\u4e3a\u6392\u5e8f\u6807\u51c6\uff08\u62fc\u97f3\u4e3a\u4e3b\uff0c\u7b14\u987a\u4e3a\u8f85\uff09\uff0c\u6392\u5e8f\u4e24\u4e07\u591a\u4e2a\u6c49\u5b57\u7684\u4f18\u5148\u7ea7\uff0c\u5b58\u4e8eword\u8868\u4e2d\u3002\u540c\u65f6\u4e3a\u4e86\u533a\u5206\u591a\u97f3\u5b57\uff0c\u5c06\u4e00\u5b57\u591a\u97f3\u7528\u201c\u5b57_\u97f3\u201d\u7684\u6807\u8bc6\u7b26\uff08\u5bf9\u5e94word\u8868\u4e2d\u7684signature\u5b57\u6bb5\uff09\u6807\u660e\u552f\u4e00\u7684\u591a\u97f3\u5b57\uff0c\u6bd4\u5982\u5c06\u201c\u554a\u201d\u8868\u793a\u4e3a\u201c\u554a_\n   a\u201d\u3001\u201c\u554a_a1\u201d\u3001\u201c\u554a_a2\u201d\u3001\u201c\u554a_a3\u201d\u3001\u201c\u554a_a4\u201d\u7684\u6807\u8bc6\u7b26\u3002\n5. \u5c06\u5176\u4ed6\u5b57\u7b26\uff08\u5927\u5c0f\u5199\u5b57\u6bcd\u3001\u6570\u5b57\u3001\u6807\u70b9\u7b26\u53f7\uff09\u7684\u4f18\u5148\u7ea7\u4e0e\u6765\u81eaword\u8868\u4e2d\u6c49\u5b57\u7684\u4f18\u5148\u7ea7\u5171\u540c\u5b58\u5165all_word\u8868\u4e2d\u3002\n\n# \u5f15\u7533\n\n\u5176\u5b9e\u5728\u8bbe\u8ba1\u7b2c\u4e00\u7248\u4e4b\u524d\uff0c\u6211\u8fd8\u89c1\u5230\u4e00\u79cd\u6700\u539f\u59cb\uff08\u4e5f\u8bb8\u662f\u6700\u65e9\uff09\u7684\u4e2d\u6587\u6392\u5e8f\u601d\u60f3\uff0c\u53c2\u8003\u8fd9\u7bc7\u6587\u7ae0\uff1a[Python \u4e2d\u6587\u6392\u5e8f](http://gerry.lamost.org/blog/?p=338)\n\u3002\u5b83\u88ab\u8f6c\u8f7d\u4e86\u591a\u6b21\uff0c\u57fa\u672c\u601d\u8def\u662f\u5bf9\u4e8e\u4e24\u4e2a\u8bcd\uff0c\u5148\u4ece\u524d\u5f80\u540e\u6bd4\u8f83\u62fc\u97f3\u7684\u4f18\u5148\u7ea7\uff0c\u82e5\u62fc\u97f3\u4f18\u5148\u7ea7\u76f8\u540c\u518d\u6bd4\u8f83\u7b14\u5212\u7684\u4f18\u5148\u7ea7\uff0c\u6700\u540e\u6bd4\u8f83\u8bcd\u957f\u2014\u2014\u8fd9\u662f\u5f88\u5bb9\u6613\u60f3\u5230\u7684\u4e00\u79cd\u4e2d\u6587\u6392\u5e8f\u601d\u8def\uff0c\u53ef\u4ee5\u7528\u4e8e\u5c0f\u89c4\u6a21\u7684\u4e2d\u6587\u8bcd\u6c47\u7684\u6392\u5e8f\uff0c\u4f46\u82e5\u89c4\u6a21\u653e\u5927\uff0c\u6211\u8bd5\u8fc7\u8fd9\u79cd\u6392\u5e8f\u7684\u6548\u7387\u4e25\u91cd\u4e0b\u964d\uff0c\u6b63\u597d\u81ea\u5df1\u90a3\u6bb5\u65f6\u95f4\u5b66\u6570\u636e\u7ed3\u6784\u7684\u77e5\u8bc6\uff0c\u53c8\u91cd\u65b0\u8bbe\u8ba1\u4e86\u4e00\u79cd\u57fa\u6570\u6392\u5e8f\u4e2d\u6587\u8bcd\u6c47\u7684\u65b9\u6cd5\uff0c\u4e07\u7ea7\u7684\u89c4\u6a21\u4e0b\u6548\u7387\u76f8\u6bd4\u539f\u6765\u6709\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u3002\n\n\u5f53\u7136\u5bf9\u8fd9\u4e2a\u8bcd\u6c47\u8f6c\u5316\u800c\u6765\u7684\u4f18\u5148\u7ea7\u4e8c\u7ef4\u6570\u7ec4\uff0c\u8fd8\u6709\u4e00\u79cd\u52a0\u6743\u6392\u5e8f\u7684\u601d\u60f3\uff0c\u5982\u8fd9\u7bc7\u6587\u7ae0\uff1a[\u82f1\u6587\u5b57\u7b26\u4e32\u6392\u5e8f\u7b97\u6cd5](https://www.cnblogs.com/Narule/p/12852317.html)\n\u3002\u5373\u4ece\u8bcd\u7684\u5f00\u5934\u5f80\u540e\u4f9d\u6b21\u5bf9\u5404\u4f4d\u5b57\u8d4b\u4e88\u9010\u6e10\u51cf\u5c11\u7684\u6743\u91cd\uff08\u56e0\u4e3a\u4e2d\u6587\u6392\u5e8f\u6700\u539f\u59cb\u7684\u601d\u60f3\u662f\u4ece\u8bcd\u7684\u7b2c\u4e00\u4f4d\u5f80\u540e\u6bd4\u8f83\uff0c\u6743\u91cd\u9010\u6e10\u51cf\u5c11\u5373\u91cd\u8981\u7a0b\u5ea6\u4ece\u524d\u5f80\u540e\u4f9d\u6b21\u964d\u4f4e\uff09\uff0c\u7136\u540e\u5bf9\u8bcd\u6309\u6240\u7ec4\u6210\u5404\u5b57\u7684\u4f18\u5148\u7ea7\u8ba1\u7b97\u52a0\u6743\u548c\uff0c\u4ee3\u8868\u4e86\u8be5\u8bcd\u7684\u4f18\u5148\u7ea7\uff0c\u6700\u540e\u6bd4\u8f83\u8bcd\u7684\u4f18\u5148\u7ea7\u5373\u53ef\u8fbe\u5230\u8bcd\u6c47\u6392\u5e8f\u7684\u6548\u679c\u3002\u4f46\u662f\u8fd9\u79cd\u601d\u60f3\u6709\u4e9b\u5f0a\u7aef\uff0c\u4e00\u662f\u6743\u91cd\u7684\u9009\u53d6\u53ef\u4ee5\u662f\u4efb\u610f\u7684\uff0c\u4e0d\u597d\u628a\u63e1\uff0c\u4e8c\u662f\u5404\u6743\u503c\u4e4b\u95f4\u5fc5\u987b\u76f8\u5dee\u8db3\u591f\u5927\uff0c\u5bf9\u8bcd\u8ba1\u7b97\u540e\u7684\u4f18\u5148\u7ea7\u624d\u80fd\u6709\u660e\u663e\u7684\u533a\u5206\u2014\u2014\u6709\u70b9\u7c7b\u4f3cTOPSIS\u7b97\u6cd5\u3002\u788d\u4e8e\u8ba1\u7b97\u673a\u5bf9\u7cbe\u5ea6\u7684\u5904\u7406\uff0c\u82e5\u6743\u503c\u53d6\u5f97\u4e0d\u591f\u597d\uff0c\u4e2d\u6587\u6392\u5e8f\u4e5f\u5dee\u5f3a\u4eba\u610f\uff0c\u4f46\u82e5\u6743\u503c\u76f8\u5dee\u8db3\u591f\u5927\uff0c\u4e07\u7ea7\u6570\u91cf\u7684\u6c49\u5b57\u6309\u5176\u4f18\u5148\u7ea7\u4e0e\u6743\u503c\u76f8\u4e58\u540e\u53cd\u800c\u53ef\u80fd\u4f1a\u9020\u6210\u6ea2\u51fa\u3002\u6211\u4e0d\u592a\u63a8\u8350\u8fd9\u79cd\u52a0\u6743\u6392\u5e8f\u7684\u601d\u60f3\u3002\n\n\u4e5f\u8bb8\u6709\u4eba\u4f1a\u95ee\u6211\u505a\u8fd9\u4e2a\u6309\u7b14\u987a\u4e0e\u62fc\u97f3\u6392\u5e8f\u7684\u5e93\u6709\u4ec0\u4e48\u7528\uff0c\u76f4\u63a5\u6309\u62fc\u97f3\u6392\u5e8f\u6709\u4f55\u4e0d\u53ef\uff1f\u5176\u5b9e\u65e9\u5e74\u6709\u4eba\u63d0\u51fa\u8fc7\u6309\u7b14\u987a\u6392\u5e8f\u662f\u4e2d\u56fd\u7279\u6709\u7684\u6392\u5e8f\u65b9\u5f0f\uff0c\u7279\u522b\u662f\u6b63\u5f0f\u4f1a\u8bae\u7684\u540d\u5355\u4e2d\uff0c\u59d3\u540d\u7684\u6392\u5e8f\u6309\u7b14\u987a\u5c31\u663e\u5f97\u6709\u5fc5\u8981\u4e86\u3002\u6211\u6240\u641c\u96c6\u5230\u7684\u76f8\u5173\u8d44\u6599\u5982\u4e0b\uff1a\n\n* [\u6c49\u5b57\u6392\u5e8f\u5c31\u6309\u4e2d\u56fd\u4f20\u7edf\u6765](http://m.cfan.com.cn/pcarticle/110309)\n* [\u6c49\u5b57\u6392\u5e8f\u2014\u2014\u7b14\u753b\u5e8f\u4e4b\u8bae](https://zhuanlan.zhihu.com/p/22474563https://zhuanlan.zhihu.com/p/22474563)\n* [\u6309\u59d3\u6c0f\u7b14\u753b\u6392\u5e8f\u548c\u6309\u59d3\u540d\u7b14\u753b\u6392\u5e8f\u7684\u89c4\u5219\u662f\u4ec0\u4e48\uff1f](https://www.zhihu.com/question/50695431)\n* 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