{"id":87964,"date":"2026-07-31T08:48:49","date_gmt":"2026-07-31T00:48:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87964.html"},"modified":"2026-07-31T08:48:49","modified_gmt":"2026-07-31T00:48:49","slug":"%e8%bd%af%e8%80%83%e8%bd%af%e4%bb%b6%e8%ae%be%e8%ae%a1%e5%b8%88%e9%a2%98%e7%9b%ae%e6%80%bb%e7%bb%93-%e7%94%9f%e6%88%90%e6%97%b6%e9%97%b4-2026%e5%b9%b47%e6%9c%8831%e6%97%a5-0729","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87964.html","title":{"rendered":"# \u8f6f\u8003\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u9898\u76ee\u603b\u7ed3 **\u751f\u6210\u65f6\u95f4**: 2026\u5e747\u670831\u65e5 07:29"},"content":{"rendered":"

\u8f6f\u8003\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u9898\u76ee\u603b\u7ed3<\/h2>\n

\u751f\u6210\u65f6\u95f4: 2026\u5e747\u670831\u65e5 07:29 | **
\n\u8ddd\u4e0b\u534a\u5e74\u8003\u8bd5: \u7ea685\u5929（10\u670824-27\u65e5）
\n\u672c\u671f\u4e3b\u9898: AI\u8f85\u52a9\u7f16\u7a0b\u4e0ePython\u65b0\u589e\u8003\u70b9\u6df1\u5ea6\u7a81\u7834 + \u4e91\u8ba1\u7b97\u5fae\u670d\u52a1\u5206\u5e03\u5f0f\u7cfb\u7edf + \u8bbe\u8ba1\u6a21\u5f0f\u667a\u80fd\u5316\u573a\u666f\u5b9e\u6218 + 2026\u4e0a\u534a\u5e74\u771f\u9898\u590d\u76d8<\/p>\n

\n

\u4e00\u30012026\u4e0b\u534a\u5e74\u8003\u60c5\u4e0e\u547d\u9898\u65b0\u98ce\u5411<\/h3>\n

1.1 \u5173\u952e\u8003\u8bd5\u4fe1\u606f<\/h4>\n\n\u9879\u76ee\u8be6\u60c5<\/tr>\n\n\n\n\n\n\n
\u8003\u8bd5\u65f6\u95f4<\/td>\n2026\u5e7410\u670824-27\u65e5（\u673a\u8003）<\/td>\n<\/tr>\n
\u5408\u683c\u6807\u51c6<\/td>\n\u4e24\u79d1\u5747\u226545\u5206，\u4e00\u6b21\u6027\u901a\u8fc7，\u65e0\u5355\u79d1\u4fdd\u7559<\/td>\n<\/tr>\n
\u5907\u8003\u5012\u8ba1\u65f6<\/td>\n\u7ea685\u5929<\/td>\n<\/tr>\n
\u6559\u6750\u72b6\u6001<\/td>\n\u7b2c5\u7248（2018\u5e74），\u6682\u672a\u6539\u7248\u4f46\u9700\u5173\u6ce8\u5b98\u65b9\u901a\u77e5<\/td>\n<\/tr>\n
\u62a5\u540d\u65f6\u95f4<\/td>\n\u5404\u77018\u6708\u4e2d\u65ec\u8d77（\u5982\u5e7f\u4e1c8.17-8.25，\u5c71\u897f8.17-9.14）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

1.2 2026\u4e0a\u534a\u5e74\u771f\u9898\u4e94\u5927\u51fa\u9898\u65b0\u8d8b\u52bf<\/h4>\n\n\u8d8b\u52bf\u5177\u4f53\u8868\u73b0\u5907\u8003\u8c03\u6574<\/tr>\n\n\n\n\n\n\n
🤖 AI\u4e3b\u9898\u82f1\u8bed\u9898<\/td>\n\u82f1\u8bed\u9605\u8bfb\u6750\u6599\u56f4\u7ed5LLM\/\u5927\u6a21\u578b\u4e3b\u9898，5\u9898<\/td>\n\u638c\u63e1AI\u9886\u57df\u6838\u5fc3\u82f1\u6587\u672f\u8bed<\/td>\n<\/tr>\n
🏠 \u573a\u666f\u5316\u9898\u7ec4<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f\u51fa\u9898\u4ee5"\u667a\u80fd\u5bb6\u5c45"\u4e3a\u7edf\u4e00\u573a\u666f，4\u9898\u8054\u52a8<\/td>\n\u7ec3\u60c5\u5883\u5316\u8bc6\u522b，\u4e0d\u6b7b\u8bb0\u6a21\u5f0f\u5b9a\u4e49<\/td>\n<\/tr>\n
🐍 Python\u8003\u70b9\u589e\u52a0<\/td>\n\u51fa\u73b0Python\u4ee3\u7801\u9605\u8bfb\/\u5206\u6790\u9898<\/td>\n\u638c\u63e1Python\u6838\u5fc3\u8bed\u6cd5\u4e0e\u6570\u636e\u7c7b\u578b<\/td>\n<\/tr>\n
🌐 \u5206\u5e03\u5f0f\u65b0\u9898<\/td>\nCAP\u7406\u8bba\u3001\u5fae\u670d\u52a1\u62c6\u5206\u7b49\u65b0\u9898\u578b\u9996\u6b21\u51fa\u73b0<\/td>\n\u5b66\u4e60\u5206\u5e03\u5f0f\u7cfb\u7edf\u6838\u5fc3\u6982\u5ff5<\/td>\n<\/tr>\n
🔧 \u5b9e\u6218\u5316\u503e\u5411<\/td>\n\u4e0d\u518d\u53ea\u8003\u7406\u8bba\u6982\u5ff5，\u8981\u6c42\u5e94\u7528\u5230\u5b9e\u9645\u573a\u666f<\/td>\n\u52a8\u624b\u5b9e\u8df5，\u7406\u89e3\u8bbe\u8ba1\u601d\u60f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

1.3 2026\u8003\u7eb2\u65b0\u589e\u8003\u70b9\u6743\u91cd\u5206\u6790<\/h4>\n\n\u65b0\u589e\u65b9\u5411\u6838\u5fc3\u5185\u5bb9\u9884\u8ba1\u5206\u503c\u91cd\u8981\u7a0b\u5ea6<\/tr>\n\n\n\n\n\n\n\n
🤖 AI\u8f85\u52a9\u7f16\u7a0b<\/td>\nGitHub Copilot\u3001Cursor\u539f\u7406\u4e0e\u5e94\u7528\u3001Prompt\u5de5\u7a0b<\/td>\n3-5\u5206<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n
\u2601\ufe0f \u4e91\u8ba1\u7b97\u5fae\u670d\u52a1<\/td>\n\u5bb9\u5668\u5316Docker\/K8s\u3001\u5fae\u670d\u52a1\u62c6\u5206\u539f\u5219<\/td>\n3-5\u5206<\/td>\n\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n
🌐 \u5206\u5e03\u5f0f\u7cfb\u7edf<\/td>\nCAP\u7406\u8bba\u3001BASE\u7406\u8bba\u3001\u6700\u7ec8\u4e00\u81f4\u6027<\/td>\n2-4\u5206<\/td>\n\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n
🔒 \u6570\u636e\u5b89\u5168\u5408\u89c4<\/td>\n\u6570\u636e\u5b89\u5168\u6cd5\u3001\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u6cd5\u3001\u56fd\u5bc6\u7b97\u6cd5<\/td>\n2-3\u5206<\/td>\n\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n
🔄 DevOps\u5b9e\u8df5<\/td>\nCI\/CD\u6d41\u6c34\u7ebf\u3001\u53ef\u89c2\u6d4b\u6027<\/td>\n2-3\u5206<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n
🐍 Python\u8bed\u8a00\u57fa\u7840<\/td>\n\u6570\u636e\u7c7b\u578b\u3001\u63a7\u5236\u6d41\u3001\u9762\u5411\u5bf9\u8c61<\/td>\n3-5\u5206<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

\u4e8c\u3001AI\u8f85\u52a9\u7f16\u7a0b\u4e13\u9898\u7a81\u7834（2026\u65b0\u8003\u70b9）<\/h3>\n

2.1 AI\u8d4b\u80fd\u8f6f\u4ef6\u5de5\u7a0b\u5168\u751f\u547d\u5468\u671f<\/h4>\n\n\u8f6f\u4ef6\u5de5\u7a0b\u9636\u6bb5AI\u5e94\u7528\u5178\u578b\u5de5\u5177\u8003\u8bd5\u5207\u5165\u70b9<\/tr>\n\n\n\n\n\n\n
\u9700\u6c42\u5206\u6790<\/td>\n\u667a\u80fd\u9700\u6c42\u63d0\u53d6\u3001\u7528\u6237\u6545\u4e8b\u751f\u6210<\/td>\nAI\u9700\u6c42\u5206\u6790\u5de5\u5177<\/td>\nAI\u4ecb\u5165\u5bf9\u9700\u6c42\u83b7\u53d6\u6d41\u7a0b\u7684\u5f71\u54cd<\/td>\n<\/tr>\n
\u7cfb\u7edf\u8bbe\u8ba1<\/td>\n\u67b6\u6784\u6a21\u5f0f\u63a8\u8350\u3001\u8bbe\u8ba1\u4f18\u5316<\/td>\nAI\u67b6\u6784\u52a9\u624b<\/td>\nAI\u63a8\u8350\u7684\u67b6\u6784\u6a21\u5f0f\u662f\u5426\u5408\u7406<\/td>\n<\/tr>\n
\u4ee3\u7801\u751f\u6210<\/td>\n\u4ee3\u7801\u8865\u5168\u3001\u6a21\u677f\u751f\u6210<\/td>\nGitHub Copilot\u3001Cursor<\/td>\nLLM\u4ee3\u7801\u751f\u6210\u539f\u7406\u4e0e\u5c40\u9650<\/td>\n<\/tr>\n
\u6d4b\u8bd5<\/td>\n\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210\u3001\u7f3a\u9677\u9884\u6d4b<\/td>\nAI\u6d4b\u8bd5\u5de5\u5177<\/td>\nAI\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b\u7684\u8986\u76d6\u7387\u5206\u6790<\/td>\n<\/tr>\n
\u8fd0\u7ef4<\/td>\n\u667a\u80fd\u76d1\u63a7\u3001\u6545\u969c\u5b9a\u4f4d<\/td>\nAIOps\u5e73\u53f0<\/td>\n\u53ef\u89c2\u6d4b\u6027\u4e0eAI\u7ed3\u5408<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2.2 AI\u8f85\u52a9\u7f16\u7a0b\u6838\u5fc3\u6982\u5ff5<\/h4>\n\n\u6982\u5ff5\u8bf4\u660e\u8003\u8bd5\u5173\u6ce8\u70b9<\/tr>\n\n\n\n\n\n\n
LLM（\u5927\u8bed\u8a00\u6a21\u578b）<\/td>\n\u57fa\u4e8eTransformer\u7684\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b<\/td>\nLLM\u5728\u4ee3\u7801\u751f\u6210\u4e2d\u7684\u5178\u578b\u5e94\u7528<\/td>\n<\/tr>\n
Prompt\u5de5\u7a0b<\/td>\n\u4e3aAI\u7f16\u7a0b\u52a9\u624b\u7f16\u5199\u6709\u6548\u63d0\u793a\u8bcd<\/td>\n\u5982\u4f55\u5c06\u6a21\u7cca\u9700\u6c42\u8f6c\u5316\u4e3a\u6e05\u6670\u53ef\u6267\u884c\u7684Prompt<\/td>\n<\/tr>\n
RAG（\u68c0\u7d22\u589e\u5f3a\u751f\u6210）<\/td>\n\u7ed3\u5408\u5916\u90e8\u77e5\u8bc6\u5e93\u589e\u5f3a\u751f\u6210\u8d28\u91cf<\/td>\nRAG\u5728\u4ee3\u7801\u5e93\u95ee\u7b54\u4e2d\u7684\u5e94\u7528<\/td>\n<\/tr>\n
GitHub Copilot<\/td>\n\u57fa\u4e8eOpenAI Codex\u7684AI\u7f16\u7a0b\u52a9\u624b<\/td>\n\u539f\u7406：\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u4ee3\u7801\u8865\u5168<\/td>\n<\/tr>\n
AI\u4ee3\u7801\u5ba1\u67e5<\/td>\nAI\u81ea\u52a8\u68c0\u6d4b\u4ee3\u7801\u574f\u5473\u9053\u548c\u5b89\u5168\u6f0f\u6d1e<\/td>\n\u7ed3\u5408CI\/CD\u6d41\u6c34\u7ebf\u7684\u81ea\u52a8\u5316\u5ba1\u67e5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2.3 AI\u8f85\u52a9\u7f16\u7a0b\u5178\u578b\u771f\u9898\u9884\u6d4b<\/h4>\n

\u9009\u62e9\u9898\u793a\u4f8b：<\/p>\n

\u4ee5\u4e0b\u5173\u4e8eAI\u8f85\u52a9\u7f16\u7a0b\u5de5\u5177GitHub Copilot\u7684\u53d9\u8ff0\u4e2d，\u9519\u8bef\u7684\u662f（ ）\u3002
\nA. Copilot\u57fa\u4e8e\u5927\u89c4\u6a21\u4ee3\u7801\u8bed\u6599\u8bad\u7ec3\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b
\nB. Copilot\u53ef\u4ee5\u6839\u636e\u6ce8\u91ca\u548c\u4e0a\u4e0b\u6587\u751f\u6210\u4ee3\u7801\u7247\u6bb5
\nC. Copilot\u751f\u6210\u7684\u4ee3\u7801\u5b8c\u5168\u4e0d\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e
\nD. Copilot\u7684\u4ee3\u7801\u8865\u5168\u57fa\u4e8e\u4e0a\u4e0b\u6587\u8bed\u4e49\u7406\u89e3<\/p>\n

\u7b54\u6848: C\u3002AI\u751f\u6210\u7684\u4ee3\u7801\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e，\u4ecd\u9700\u4eba\u5de5\u5ba1\u67e5\u3002<\/p>\n

\u6848\u4f8b\u5206\u6790\u793a\u4f8b：<\/p>\n

\u67d0\u56e2\u961f\u5f15\u5165AI\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\u96c6\u6210\u5230CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u3002\u8bf7\u5206\u6790：(1) AI\u4ee3\u7801\u5ba1\u67e5\u76f8\u6bd4\u4eba\u5de5\u5ba1\u67e5\u7684\u4f18\u52bf\u548c\u5c40\u9650；(2) \u5982\u4f55\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u5408\u7406\u914d\u7f6eAI\u5ba1\u67e5\u73af\u8282\u3002<\/p>\n

\u53c2\u8003\u7b54\u6848：<\/p>\n

    \n
  • \u4f18\u52bf：\u901f\u5ea6\u5feb\u3001\u8986\u76d6\u9762\u5e7f\u3001\u53ef24\u00d77\u8fd0\u884c\u3001\u68c0\u6d4b\u6a21\u5f0f\u4e00\u81f4\u6027\u9ad8<\/li>\n
  • \u5c40\u9650：\u65e0\u6cd5\u7406\u89e3\u4e1a\u52a1\u903b\u8f91\u6df1\u5c42\u542b\u4e49\u3001\u53ef\u80fd\u4ea7\u751f\u8bef\u62a5\u3001\u5bf9\u65b0\u9896\u6f0f\u6d1e\u6a21\u5f0f\u8bc6\u522b\u80fd\u529b\u6709\u9650<\/li>\n
  • CI\/CD\u914d\u7f6e：\u4ee3\u7801\u63d0\u4ea4\u2192\u9759\u6001\u5206\u6790\u2192AI\u5ba1\u67e5\u2192\u4eba\u5de5\u590d\u6838（\u9ad8\u98ce\u9669\u6a21\u5757）\u2192\u6784\u5efa\u2192\u81ea\u52a8\u5316\u6d4b\u8bd5\u2192\u90e8\u7f72<\/li>\n
  • \u4eba\u5de5\u590d\u6838\u4e0d\u53ef\u7701，AI\u5ba1\u67e5\u7ed3\u679c\u4f5c\u4e3a\u53c2\u8003\u800c\u975e\u51b3\u7b56\u4f9d\u636e<\/li>\n<\/ul>\n
    \n

    \u4e09\u3001Python\u7a0b\u5e8f\u8bbe\u8ba1\u8bed\u8a00\u6df1\u5ea6\u7a81\u7834（2026\u65b0\u589e\u91cd\u70b9）<\/h3>\n

    3.1 Python\u6838\u5fc3\u6570\u636e\u7c7b\u578b\u901f\u67e5<\/h4>\n\n\u7c7b\u578b\u53ef\u53d8\u6027\u521b\u5efa\u65b9\u5f0f\u8003\u8bd5\u9677\u9631<\/tr>\n\n\n\n\n\n\n\n
    Number<\/td>\n\u4e0d\u53ef\u53d8<\/td>\nx=3 c=3+4j<\/td>\ncomplex(3,4) = 3+4j<\/td>\n<\/tr>\n
    String<\/td>\n\u4e0d\u53ef\u53d8<\/td>\n"" \u6216 '' \u6216 """<\/td>\n\u4e0d\u53ef\u539f\u5730\u4fee\u6539，\u9700\u91cd\u65b0\u8d4b\u503c<\/td>\n<\/tr>\n
    Tuple<\/td>\n\u4e0d\u53ef\u53d8<\/td>\n(1,2)<\/td>\n\u5355\u5143\u7d20\u5fc5\u987b\u52a0\u9017\u53f7 (1,) \u4e0d\u80fd\u5199\u6210 (1)<\/td>\n<\/tr>\n
    List<\/td>\n\u53ef\u53d8<\/td>\n[1,2]<\/td>\nlist* \u662f\u590d\u5236\u62fc\u63a5，\u4e0d\u662f\u5143\u7d20\u91cd\u590d<\/td>\n<\/tr>\n
    Dict<\/td>\n\u53ef\u53d8<\/td>\n{"a":1}<\/td>\n\u952e\u5fc5\u987b\u4e3a\u4e0d\u53ef\u53d8\u7c7b\u578b<\/td>\n<\/tr>\n
    Set<\/td>\n\u53ef\u53d8<\/td>\nset()<\/td>\n\u7a7a\u96c6\u5408\u662f set() \u4e0d\u662f {}（{} \u662f\u7a7a\u5b57\u5178）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    3.2 Python \u8fd0\u7b97\u7b26\u4e0e\u8868\u8fbe\u5f0f\u5fc5\u8003\u70b9<\/h4>\n

    # === \u7b97\u672f\u8fd0\u7b97\u7b26 ===<\/span>
    \n2<\/span> **<\/span> 3<\/span> # 8 （\u5e42\u8fd0\u7b97）<\/span>
    \n7<\/span> \/\/<\/span> 2<\/span> # 3 （\u6574\u9664，\u5411\u4e0b\u53d6\u6574）<\/span>
    \n7<\/span> %<\/span> 2<\/span> # 1 （\u53d6\u6a21）<\/span><\/p>\n

    # === \u6bd4\u8f83\/\u8eab\u4efd\u8fd0\u7b97\u7b26 ===<\/span>
    \na is<\/span> b # \u8eab\u4efd\u6bd4\u8f83（\u540c\u4e00\u5bf9\u8c61，\u6bd4\u8f83\u5185\u5b58\u5730\u5740）<\/span>
    \na ==<\/span> b # \u503c\u76f8\u7b49（\u6bd4\u8f83\u5185\u5bb9）<\/span>
    \na is<\/span> not<\/span> b # \u4e0d\u662f\u540c\u4e00\u5bf9\u8c61<\/span><\/p>\n

    # === \u6210\u5458\u8fd0\u7b97\u7b26 ===<\/span>
    \nx in<\/span> [<\/span>1<\/span>,<\/span>2<\/span>,<\/span>3<\/span>]<\/span> # True\/False<\/span>
    \nx not<\/span> in<\/span> [<\/span>1<\/span>,<\/span>2<\/span>]<\/span> # True\/False<\/span><\/p>\n

    # === \u4f4d\u8fd0\u7b97\u7b26（\u5e38\u8003）===<\/span>
    \na &<\/span> b # \u6309\u4f4d\u4e0e<\/span>
    \na |<\/span> b # \u6309\u4f4d\u6216<\/span>
    \na ^<\/span> b # \u6309\u4f4d\u5f02\u6216<\/span>
    \n~<\/span>a # \u6309\u4f4d\u53d6\u53cd<\/span>
    \na <<<\/span> n # \u5de6\u79fb = \u4e58 2^n<\/span>
    \na >><\/span> n # \u53f3\u79fb = \u9664 2^n<\/span><\/p>\n

    3.3 Python \u63a7\u5236\u6d41<\/h4>\n

    # Python \u65e0 switch-case，\u4f7f\u7528 if-elif-else<\/span>
    \nif<\/span> condition1:<\/span>
    \n .<\/span>.<\/span>.<\/span>
    \nelif<\/span> condition2:<\/span>
    \n .<\/span>.<\/span>.<\/span>
    \nelse<\/span>:<\/span>
    \n .<\/span>.<\/span>.<\/span><\/p>\n

    # for \u5faa\u73af<\/span>
    \nfor<\/span> i in<\/span> range<\/span>(<\/span>5<\/span>)<\/span>:<\/span> # 0,1,2,3,4<\/span>
    \nfor<\/span> i in<\/span> range<\/span>(<\/span>1<\/span>,<\/span> 5<\/span>)<\/span>:<\/span> # 1,2,3,4<\/span>
    \nfor<\/span> i in<\/span> range<\/span>(<\/span>1<\/span>,<\/span> 10<\/span>,<\/span> 2<\/span>)<\/span>:<\/span> # 1,3,5,7,9<\/span><\/p>\n

    # while \u5faa\u73af<\/span>
    \nwhile<\/span> condition:<\/span>
    \n .<\/span>.<\/span>.<\/span><\/p>\n

    3.4 Python\u5178\u578b\u771f\u9898<\/h4>\n

    \u771f\u98981: Python\u4e2d\u91c7\u7528（ ）\u65b9\u6cd5\u6765\u83b7\u53d6\u4e00\u4e2a\u5bf9\u8c61\u7684\u7c7b\u578b\u3002
    \nA. str() B. type() C. id() D. object()<\/p>\n

    \u7b54\u6848: B\u3002type() \u8fd4\u56de\u5bf9\u8c61\u7c7b\u578b；str() \u8f6c\u5b57\u7b26\u4e32；id() \u8fd4\u56de\u5185\u5b58\u5730\u5740\u3002<\/p>\n

    \u771f\u98982: \u5728Python\u4e2d，\u8bed\u53e5 x = ( ) \u4e0d\u80fd\u5b9a\u4e49\u4e00\u4e2a\u5143\u7ec4\u3002
    \nA. (1, 2, 1, 2) B. 1, 2, 1, 2 C. tuple() D. (1)<\/p>\n

    \u7b54\u6848: D\u3002(1) \u662f int \u8868\u8fbe\u5f0f，\u5355\u5143\u7d20\u5143\u7ec4\u5fc5\u987b\u52a0\u9017\u53f7 (1,)\u3002<\/p>\n

    \u771f\u98983: Python\u4e2d，[1, 2] * 3 \u7684\u7ed3\u679c\u662f（ ）\u3002
    \nA. [3, 6] B. [1, 2, 1, 2, 1, 2] C. [[1, 2], [1, 2], [1, 2]] D. \u62a5\u9519<\/p>\n

    \u7b54\u6848: B\u3002list * n \u662f\u590d\u5236\u62fc\u63a5\u64cd\u4f5c，\u5c06\u5217\u8868\u91cd\u590d n \u6b21\u62fc\u63a5\u3002<\/p>\n

    \u771f\u98984: \u5728Python\u4e2d，\u4ee5\u4e0b\u4ee3\u7801\u7684\u8f93\u51fa\u662f（ ）\u3002<\/p>\n

    x =<\/span> {<\/span>1<\/span>,<\/span> 2<\/span>,<\/span> 3<\/span>}<\/span>
    \ny =<\/span> {<\/span>2<\/span>,<\/span> 3<\/span>,<\/span> 4<\/span>}<\/span>
    \nprint<\/span>(<\/span>x &<\/span> y)<\/span><\/p>\n

    A. {1, 2, 3, 4} B. {2, 3} C. {1, 4} D. {1}<\/p>\n

    \u7b54\u6848: B\u3002& \u662f\u96c6\u5408\u4ea4\u96c6\u8fd0\u7b97，\u7ed3\u679c\u4e3a {2, 3}\u3002<\/p>\n

    \n

    \u56db\u3001\u4e91\u8ba1\u7b97\u3001\u5fae\u670d\u52a1\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf（\u65b0\u589e\u9ad8\u9891\u8003\u70b9）<\/h3>\n

    4.1 CAP\u7406\u8bba\u4e0eBASE\u7406\u8bba<\/h4>\n

    CAP\u5b9a\u7406：\u4e00\u4e2a\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e0d\u53ef\u80fd\u540c\u65f6\u6ee1\u8db3\u4ee5\u4e0b\u4e09\u4e2a\u7279\u6027：<\/p>\n\n\u7279\u6027\u542b\u4e49\u53d6\u820d\u7b56\u7565<\/tr>\n\n\n\n\n
    Consistency（\u4e00\u81f4\u6027）<\/td>\n\u6240\u6709\u8282\u70b9\u540c\u4e00\u65f6\u95f4\u770b\u5230\u76f8\u540c\u6570\u636e<\/td>\nCP\u7cfb\u7edf：\u727a\u7272\u53ef\u7528\u6027<\/td>\n<\/tr>\n
    Availability（\u53ef\u7528\u6027）<\/td>\n\u6bcf\u4e2a\u8bf7\u6c42\u90fd\u80fd\u5f97\u5230\u975e\u9519\u8bef\u54cd\u5e94<\/td>\nAP\u7cfb\u7edf：\u727a\u7272\u5f3a\u4e00\u81f4\u6027<\/td>\n<\/tr>\n
    Partition Tolerance（\u5206\u533a\u5bb9\u9519\u6027）<\/td>\n\u7f51\u7edc\u5206\u533a\u65f6\u7cfb\u7edf\u4ecd\u80fd\u6b63\u5e38\u8fd0\u884c<\/td>\n\u5fc5\u987b\u4fdd\u8bc1（\u7f51\u7edc\u5206\u533a\u4e0d\u53ef\u907f\u514d）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u6838\u5fc3\u7ed3\u8bba：CAP\u53ea\u80fd\u4e09\u9009\u4e8c，\u4f46P\u662f\u5206\u5e03\u5f0f\u7cfb\u7edf\u5fc5\u987b\u4fdd\u8bc1\u7684，\u5b9e\u9645\u662fCP vs AP\u7684\u9009\u62e9\u3002<\/p>\n

    BASE\u7406\u8bba（AP\u7cfb\u7edf\u7684\u5b9e\u8df5）：<\/p>\n

      \n
    • Basically Available（\u57fa\u672c\u53ef\u7528）：\u5141\u8bb8\u635f\u5931\u90e8\u5206\u53ef\u7528\u6027<\/li>\n
    • Soft state（\u8f6f\u72b6\u6001）：\u5141\u8bb8\u7cfb\u7edf\u5b58\u5728\u4e2d\u95f4\u72b6\u6001<\/li>\n
    • Eventually consistent（\u6700\u7ec8\u4e00\u81f4\u6027）：\u7ecf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u540e\u8fbe\u5230\u4e00\u81f4<\/li>\n<\/ul>\n

      4.2 \u5fae\u670d\u52a1\u67b6\u6784\u6838\u5fc3\u6982\u5ff5<\/h4>\n\n\u6982\u5ff5\u8bf4\u660e\u8003\u8bd5\u5173\u6ce8\u70b9<\/tr>\n\n\n\n\n\n\n
      \u5fae\u670d\u52a1\u62c6\u5206<\/td>\n\u6309\u4e1a\u52a1\u9886\u57df\u62c6\u5206\u72ec\u7acb\u670d\u52a1<\/td>\n\u62c6\u5206\u539f\u5219：\u5355\u4e00\u804c\u8d23\u3001\u9ad8\u5185\u805a\u4f4e\u8026\u5408<\/td>\n<\/tr>\n
      API\u7f51\u5173<\/td>\n\u7edf\u4e00\u5165\u53e3\u3001\u8def\u7531\u3001\u8ba4\u8bc1<\/td>\n\u7f51\u5173\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f4d\u7f6e\u548c\u4f5c\u7528<\/td>\n<\/tr>\n
      \u670d\u52a1\u53d1\u73b0<\/td>\n\u52a8\u6001\u6ce8\u518c\u548c\u53d1\u73b0\u670d\u52a1\u5b9e\u4f8b<\/td>\n\u6ce8\u518c\u4e2d\u5fc3\u7684\u4f5c\u7528<\/td>\n<\/tr>\n
      \u5bb9\u5668\u5316<\/td>\nDocker\u955c\u50cf\u3001\u5bb9\u5668\u7f16\u6392<\/td>\nDocker vs \u865a\u62df\u673a\u5bf9\u6bd4<\/td>\n<\/tr>\n
      K8s<\/td>\n\u5bb9\u5668\u7f16\u6392\u5e73\u53f0<\/td>\nPod\u3001Service\u3001Deployment\u7b49\u6838\u5fc3\u6982\u5ff5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      4.3 \u5fae\u670d\u52a1\u67b6\u6784\u5178\u578b\u771f\u9898\u9884\u6d4b<\/h4>\n

      \u9009\u62e9\u9898\u793a\u4f8b：<\/p>\n

      \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d，\u4ee5\u4e0b\u5173\u4e8eAPI\u7f51\u5173\u7684\u53d9\u8ff0\u4e2d，\u6b63\u786e\u7684\u662f（ ）\u3002
      \nA. API\u7f51\u5173\u964d\u4f4e\u4e86\u7cfb\u7edf\u7684\u590d\u6742\u6027
      \nB. API\u7f51\u5173\u53ef\u4ee5\u7edf\u4e00\u5904\u7406\u8ba4\u8bc1\u3001\u9650\u6d41\u3001\u8def\u7531\u7b49\u6a2a\u5207\u5173\u6ce8\u70b9
      \nC. API\u7f51\u5173\u6d88\u9664\u4e86\u670d\u52a1\u95f4\u7684\u901a\u4fe1\u5ef6\u8fdf
      \nD. \u6bcf\u4e2a\u5fae\u670d\u52a1\u5fc5\u987b\u6709\u81ea\u5df1\u7684API\u7f51\u5173<\/p>\n

      \u7b54\u6848: B\u3002API\u7f51\u5173\u7edf\u4e00\u5904\u7406\u6a2a\u5207\u5173\u6ce8\u70b9，\u4f46\u5f15\u5165\u4e86\u989d\u5916\u8df3\u8f6c，\u4e0d\u6d88\u9664\u5ef6\u8fdf\u3002<\/p>\n

      \n

      \u4e94\u30012026\u5e745\u6708\u771f\u9898\u6df1\u5ea6\u590d\u76d8<\/h3>\n

      5.1 \u4e0a\u5348\u9009\u62e9\u9898\u771f\u9898\u56de\u5fc6\u7cbe\u9009<\/h4>\n

      \u9898\u7ec41：\u8bbe\u8ba1\u6a21\u5f0f\u573a\u666f\u5316（\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf）<\/p>\n

      \u6b32\u8bbe\u8ba1\u4e00\u5957\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf：<\/p>\n

        \n
      • \u7cfb\u7edf\u4e2d\u53ea\u9700\u8981\u4e00\u4e2a"\u4e2d\u592e\u63a7\u5236\u5668"\u5b9e\u4f8b \u2192 （\u5355\u4f8b\u6a21\u5f0f Singleton）<\/li>\n
      • \u63a7\u5236\u5668\u9700\u8981\u652f\u6301\u63a5\u5165\u4e0d\u540c\u54c1\u724c\u7684\u706f\u5177，\u63a7\u5236\u63a5\u53e3\u7edf\u4e00 \u2192 （\u5de5\u5382\u6a21\u5f0f Factory Method）<\/li>\n
      • \u4f20\u611f\u5668\u68c0\u6d4b\u5230\u6e29\u5ea6\u53d8\u5316\u65f6，\u591a\u4e2a\u8bbe\u5907\u81ea\u52a8\u54cd\u5e94 \u2192 （\u89c2\u5bdf\u8005\u6a21\u5f0f Observer）<\/li>\n
      • "\u4e00\u952e\u573a\u666f"\u529f\u80fd，\u5c06\u52a8\u4f5c\u5c01\u88c5\u4e3a\u7edf\u4e00\u63a5\u53e3 \u2192 （\u7b56\u7565\u6a21\u5f0f Strategy）<\/li>\n<\/ul>\n

        \u542f\u793a：2026\u5e74\u8bbe\u8ba1\u6a21\u5f0f\u4ee5\u573a\u666f\u5316\u9898\u7ec4\u5f62\u5f0f\u51fa\u73b0，\u9700\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u8bc6\u522b\u6a21\u5f0f\u3002<\/p>\n

        \u9898\u7ec42：C\u8bed\u8a00\u7f16\u8bd1\u9519\u8bef\u8fa8\u6790<\/p>\n

        \u82e5\u67d0C\/C++\u7a0b\u5e8f\u4e2d\u6709\u8868\u8fbe\u5f0f "start" + 2.71828，\u5219（ ）\u3002
        \nA. \u7f16\u8bd1\u901a\u8fc7，\u8fd0\u884c\u65f6\u62a5\u9519
        \nB. \u7f16\u8bd1\u65f6\u62a5\u9519，\u5c5e\u4e8e\u9759\u6001\u8bed\u4e49\u9519\u8bef \u2705
        \nC. \u7f16\u8bd1\u65f6\u62a5\u9519，\u5c5e\u4e8e\u8bed\u6cd5\u9519\u8bef
        \nD. \u7f16\u8bd1\u6216\u8fd0\u884c\u65f6\u90fd\u4e0d\u62a5\u544a\u9519\u8bef\u6216\u8b66\u544a<\/p>\n

        \u89e3\u6790：\u5b57\u7b26\u4e32\u5e38\u91cf\u4e0e\u6d6e\u70b9\u6570\u4e0d\u80fd\u76f8\u52a0，\u7f16\u8bd1\u5668\u5728\u7c7b\u578b\u68c0\u67e5\u9636\u6bb5\u53d1\u73b0，\u5c5e\u4e8e\u9759\u6001\u8bed\u4e49\u9519\u8bef\u3002<\/p>\n

        \u9898\u7ec43：\u8bbe\u5907\u7ba1\u7406\u4e0e\u7f13\u51b2\u6280\u672f<\/p>\n

        \u8bbe\u5907\u7ba1\u7406\u4e2d，\u5f15\u5165\u7f13\u51b2\u6280\u672f\u7684\u4e3b\u8981\u76ee\u7684\u662f（ ）\u3002
        \nA. \u51cf\u5c11\u5185\u5b58\u5360\u7528
        \nB. \u7b80\u5316\u8bbe\u5907\u9a71\u52a8\u7a0b\u5e8f
        \nC. \u63d0\u9ad8\u8bbe\u5907\u5229\u7528\u7387
        \nD. \u7f13\u548cCPU\u4e0eI\/O\u8bbe\u5907\u901f\u5ea6\u4e0d\u5339\u914d\u7684\u77db\u76fe \u2705<\/p>\n

        \u9898\u7ec44：\u6570\u636e\u5e93\u9694\u79bb\u7ea7\u522b<\/p>\n

        \u5728\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u4e2d，\u9694\u79bb\u7ea7\u522b\u5b89\u5168\u6027\u6700\u9ad8\u7684\u662f（ ）\u3002
        \nA. SERIALIZABLE \u2705
        \nB. REPEATABLE READ
        \nC. READ COMMITTED
        \nD. READ UNCOMMITTED<\/p>\n

        \u89e3\u6790：\u9694\u79bb\u7ea7\u522b\u4ece\u4f4e\u5230\u9ad8：READ UNCOMMITTED \u2192 READ COMMITTED \u2192 REPEATABLE READ \u2192 SERIALIZABLE\u3002<\/p>\n

        \u9898\u7ec45：\u5b50\u7f51\u5212\u5206<\/p>\n

        \u82e5C\u7c7b\u5730\u5740\u6bcf\u4e2a\u5b50\u7f51\u4e3b\u673a\u6570\u662f30\u53f0，\u5219\u5b50\u7f51\u63a9\u7801\u662f（ ）\u3002
        \nA. 255.255.255.192 B. 255.255.255.0 C. 255.255.255.224 \u2705 D. 255.255.255.248<\/p>\n

        \u89e3\u6790：30\u53f0\u4e3b\u673a\u9700\u89815\u4f4d\u4e3b\u673a\u4f4d（2^5-2=30），\u5b50\u7f51\u63a9\u7801\u501f3\u4f4d \u2192 255.255.255.224（\/27）\u3002<\/p>\n

        \u9898\u7ec46：\u8fd0\u7b97\u5668\u7ec4\u6210<\/p>\n

        CPU\u7684\u8fd0\u7b97\u5668\u4e3b\u8981\u7531\u7b97\u672f\u903b\u8f91\u5355\u5143\u3001（ ）\u3001\u72b6\u6001\u5bc4\u5b58\u5668\u548c\u901a\u7528\u5bc4\u5b58\u5668\u7b49\u7ec4\u6210\u3002
        \nA. \u7d2f\u52a0\u5668 \u2705 B. \u6307\u4ee4\u5bc4\u5b58\u5668 C. \u7a0b\u5e8f\u8ba1\u6570\u5668 D. \u65f6\u5e8f\u7535\u8def<\/p>\n

        \u89e3\u6790：\u6307\u4ee4\u5bc4\u5b58\u5668\u548c\u7a0b\u5e8f\u8ba1\u6570\u5668\u5c5e\u4e8e\u63a7\u5236\u5668，\u4e0d\u662f\u8fd0\u7b97\u5668\u3002<\/p>\n

        \u9898\u7ec47：DRAM vs SRAM<\/p>\n

        \u4ee5\u4e0b\u5173\u4e8eDRAM\u3001SRAM\u5b58\u50a8\u5668\u7684\u53d9\u8ff0\u4e2d，\u6b63\u786e\u7684\u662f（ ）\u3002
        \n\u2460DRAM\u82af\u7247\u6bd4SRAM\u82af\u7247\u7684\u96c6\u6210\u5ea6\u9ad8 \u2461DRAM\u82af\u7247\u6bd4SRAM\u82af\u7247\u7684\u5236\u9020\u6210\u672c\u9ad8
        \n\u2462DRAM\u82af\u7247\u6bd4SRAM\u82af\u7247\u7684\u5de5\u4f5c\u901f\u5ea6\u5feb \u2463DRAM\u82af\u7247\u5de5\u4f5c\u65f6\u9700\u8981\u5237\u65b0，SRAM\u4e0d\u9700\u8981
        \nA. \u2461\u2462 B. \u2460\u2461 C. \u2460\u2463 \u2705 D. \u2462\u2463<\/p>\n

        \u89e3\u6790：DRAM\u96c6\u6210\u5ea6\u9ad8\u3001\u6210\u672c\u4f4e\u3001\u901f\u5ea6\u6162\u3001\u9700\u5237\u65b0；SRAM\u96c6\u6210\u5ea6\u4f4e\u3001\u6210\u672c\u9ad8\u3001\u901f\u5ea6\u5feb\u3001\u65e0\u9700\u5237\u65b0\u3002<\/p>\n

        5.2 \u4e0b\u5348\u6848\u4f8b\u5206\u6790\u771f\u9898\u56de\u5fc6<\/h4>\n

        \u6848\u4f8b\u4e00：\u6570\u636e\u6d41\u56fe（DFD）\u2014 \u5145\u7535\u6869\u8ba1\u91cf\u68c0\u5b9a\u7cfb\u7edf<\/p>\n

        \u5f00\u53d1\u8ba1\u91cf\u68c0\u5b9a\u4e91\u7aef\u8f6f\u4ef6，\u4e3b\u8981\u529f\u80fd：\u6570\u636e\u63a5\u6536（\u5145\u7535\u76d1\u6d4b\/\u8ba1\u91cf\/\u5fc3\u8df3\u6570\u636e）\u3001\u57fa\u7840\u6570\u636e\u7ef4\u62a4\u3001\u6570\u636e\u5206\u6790（\u8bef\u5dee\u5206\u6790）\u3001\u5145\u7535\u6869\u68c0\u5b9a\u3001\u5f02\u5e38\u544a\u8b66\u3001\u68c0\u5b9a\u4fe1\u606f\u83b7\u53d6\u3002<\/p>\n

        \u8003\u67e5\u70b9：\u5916\u90e8\u5b9e\u4f53\u8bc6\u522b\u3001\u6570\u636e\u5b58\u50a8\u8bc6\u522b\u3001\u8865\u5145\u7f3a\u5931\u6570\u636e\u6d41\u3001\u6570\u636e\u6d41\u7ec4\u6210<\/p>\n

        \u6848\u4f8b\u56db：\u7b97\u6cd5\u9898\u8d8b\u52bf\u5206\u6790<\/p>\n

        2026\u5e745\u6708\u7b97\u6cd5\u9898\u96be\u5ea6\u63d0\u5347，\u7075\u6d3b\u5ea6\u8d8a\u6765\u8d8a\u9ad8\u3002\u5373\u4f7f\u662f\u5e38\u89c1\u7b97\u6cd5，\u4e00\u65e6\u6362\u4e00\u79cd\u5b9e\u73b0\u65b9\u5f0f，\u5c31\u80fd\u96be\u5012\u5927\u6279\u8003\u751f\u3002\u5173\u952e\u4e0d\u662f\u6b7b\u8bb0\u4ee3\u7801，\u800c\u662f\u7406\u89e3\u7b97\u6cd5\u601d\u60f3\u3002<\/p>\n

        \n

        \u516d\u3001\u6570\u636e\u5e93\u4e13\u9898\u5f3a\u5316（\u8303\u5f0f\u4e0eSQL\u8fdb\u9636）<\/h3>\n

        6.1 \u8303\u5f0f\u5224\u5b9a\u5b8c\u6574\u6d41\u7a0b<\/h4>\n

        \u6b65\u9aa41: \u5217\u51fa\u6240\u6709\u5c5e\u6027，\u627e\u51fa\u5019\u9009\u952e
        \n\u6b65\u9aa42: \u68c0\u67e5\u662f\u5426\u5b58\u5728\u90e8\u5206\u51fd\u6570\u4f9d\u8d56 \u2192 \u6709\u5219\u975e2NF，\u9700\u62c6\u5206
        \n\u6b65\u9aa43: \u68c0\u67e5\u662f\u5426\u5b58\u5728\u4f20\u9012\u51fd\u6570\u4f9d\u8d56 \u2192 \u6709\u5219\u975e3NF，\u9700\u62c6\u5206
        \n\u6b65\u9aa44: \u68c0\u67e5\u662f\u5426\u5b58\u5728\u591a\u503c\u4f9d\u8d56 \u2192 \u6709\u5219\u975e4NF<\/p>\n

        \u5c5e\u6027\u5206\u7c7b\u6cd5\u6c42\u5019\u9009\u952e：<\/p>\n

          \n
        • L\u7c7b（\u4ec5\u51fa\u73b0\u5728\u5de6\u8fb9）：\u5019\u9009\u952e\u5fc5\u5305\u542b<\/li>\n
        • R\u7c7b（\u4ec5\u51fa\u73b0\u5728\u53f3\u8fb9）：\u4e0d\u5c5e\u4e8e\u5019\u9009\u952e<\/li>\n
        • LR\u7c7b（\u4e24\u8fb9\u90fd\u51fa\u73b0）：\u53ef\u80fd\u662f\u5019\u9009\u952e\u4e00\u90e8\u5206<\/li>\n
        • N\u7c7b（\u4ece\u672a\u51fa\u73b0）：\u5019\u9009\u952e\u5fc5\u5305\u542b<\/li>\n<\/ul>\n

          6.2 SQL\u9ad8\u7ea7\u67e5\u8be2\u5bf9\u6bd4<\/h4>\n\n\u64cd\u4f5c\u8bed\u6cd5\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n
          WHERE vs HAVING<\/td>\nHAVING\u7528\u4e8e\u5206\u7ec4\u540e\u8fc7\u6ee4<\/td>\nWHERE\u5728GROUP BY\u524d，HAVING\u5728\u540e<\/td>\n<\/tr>\n
          INNER JOIN<\/td>\nFROM A INNER JOIN B ON A.id=B.aid<\/td>\n\u53d6\u4ea4\u96c6<\/td>\n<\/tr>\n
          LEFT JOIN<\/td>\nFROM A LEFT JOIN B ON …<\/td>\nA\u5168\u4fdd\u7559<\/td>\n<\/tr>\n
          \u5b50\u67e5\u8be2<\/td>\nWHERE col IN (SELECT …)<\/td>\n\u5d4c\u5957\u67e5\u8be2<\/td>\n<\/tr>\n
          EXISTS<\/td>\nWHERE EXISTS (SELECT 1 …)<\/td>\n\u76f8\u5173\u5b50\u67e5\u8be2，\u9010\u884c\u5224\u65ad<\/td>\n<\/tr>\n
          \u7a97\u53e3\u51fd\u6570<\/td>\nROW_NUMBER() OVER (PARTITION BY col ORDER BY …)<\/td>\n\u6392\u540d\u3001\u7d2f\u8ba1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          6.3 \u4e8b\u52a1ACID\u4e0e\u9694\u79bb\u7ea7\u522b<\/h4>\n\n\u7279\u6027\u542b\u4e49\u7834\u574f\u573a\u666f<\/tr>\n\n\n\n\n\n
          \u539f\u5b50\u6027(Atomicity)<\/td>\n\u4e8b\u52a1\u5168\u505a\u6216\u5168\u4e0d\u505a<\/td>\n\u7cfb\u7edf\u5d29\u6e83<\/td>\n<\/tr>\n
          \u4e00\u81f4\u6027(Consistency)<\/td>\n\u4e8b\u52a1\u524d\u540e\u6570\u636e\u6ee1\u8db3\u7ea6\u675f<\/td>\n\u5e76\u53d1\u6267\u884c<\/td>\n<\/tr>\n
          \u9694\u79bb\u6027(Isolation)<\/td>\n\u5e76\u53d1\u4e8b\u52a1\u4e92\u4e0d\u5e72\u6270<\/td>\n\u810f\u8bfb\/\u4e0d\u53ef\u91cd\u590d\u8bfb\/\u5e7b\u8bfb<\/td>\n<\/tr>\n
          \u6301\u4e45\u6027(Durability)<\/td>\n\u63d0\u4ea4\u540e\u6c38\u4e45\u4fdd\u5b58<\/td>\n\u5b58\u50a8\u6545\u969c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\u9694\u79bb\u7ea7\u522b\u810f\u8bfb\u4e0d\u53ef\u91cd\u590d\u8bfb\u5e7b\u8bfb<\/tr>\n\n\n\n\n\n
          READ UNCOMMITTED<\/td>\n\u2713<\/td>\n\u2713<\/td>\n\u2713<\/td>\n<\/tr>\n
          READ COMMITTED<\/td>\n\u2717<\/td>\n\u2713<\/td>\n\u2713<\/td>\n<\/tr>\n
          REPEATABLE READ<\/td>\n\u2717<\/td>\n\u2717<\/td>\n\u2713<\/td>\n<\/tr>\n
          SERIALIZABLE<\/td>\n\u2717<\/td>\n\u2717<\/td>\n\u2717<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \n

          \u4e03\u3001\u8bbe\u8ba1\u6a21\u5f0f\u6df1\u5ea6\u5b9e\u6218（\u573a\u666f\u5316\u51fa\u9898\u65b9\u5411）<\/h3>\n

          7.1 \u8bbe\u8ba1\u6a21\u5f0f\u8bc6\u522b\u79d2\u6740\u8868（20\u79cd）<\/h4>\n\n\u6a21\u5f0f\u4e00\u53e5\u8bdd\u7279\u5f812026\u771f\u9898\u5173\u8054<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
          \u5355\u4f8b(Singleton)<\/td>\n\u4e00\u4e2a\u7c7b\u53ea\u6709\u4e00\u4e2a\u5b9e\u4f8b<\/td>\n\u667a\u80fd\u5bb6\u5c45"\u4e2d\u592e\u63a7\u5236\u5668"<\/td>\n<\/tr>\n
          \u5de5\u5382\u65b9\u6cd5<\/td>\n\u5b50\u7c7b\u51b3\u5b9a\u521b\u5efa\u54ea\u4e2a\u5bf9\u8c61<\/td>\n\u667a\u80fd\u5bb6\u5c45"\u4e0d\u540c\u54c1\u724c\u706f\u5177\u7edf\u4e00\u63a5\u53e3"<\/td>\n<\/tr>\n
          \u62bd\u8c61\u5de5\u5382<\/td>\n\u521b\u5efa\u4e00\u7ec4\u76f8\u5173\u5bf9\u8c61<\/td>\nGUI\u7ec4\u4ef6\u65cf<\/td>\n<\/tr>\n
          \u5efa\u9020\u8005(Builder)<\/td>\n\u4e00\u6b65\u6b65\u6784\u5efa\u590d\u6742\u5bf9\u8c61<\/td>\nStringBuilder\u3001\u914d\u7f6e\u6784\u5efa<\/td>\n<\/tr>\n
          \u539f\u578b(Prototype)<\/td>\n\u901a\u8fc7\u590d\u5236\u539f\u578b\u521b\u5efa\u5bf9\u8c61<\/td>\n\u6df1\u62f7\u8d1d\u3001\u5bf9\u8c61\u514b\u9686<\/td>\n<\/tr>\n
          \u9002\u914d\u5668(Adapter)<\/td>\n\u8f6c\u6362\u63a5\u53e3\u4f7f\u4e0d\u517c\u5bb9\u7684\u80fd\u534f\u4f5c<\/td>\n\u8001\u63a5\u53e3\u9002\u914d\u65b0\u63a5\u53e3（\u4e0d\u4fee\u6539\u539f\u4ee3\u7801）<\/td>\n<\/tr>\n
          \u88c5\u9970(Decorator)<\/td>\n\u52a8\u6001\u6dfb\u52a0\u804c\u8d23<\/td>\nJava I\/O\u6d41\u3001\u5976\u8336\u52a0\u6599<\/td>\n<\/tr>\n
          \u4ee3\u7406(Proxy)<\/td>\n\u63a7\u5236\u5bf9\u771f\u5b9e\u5bf9\u8c61\u7684\u8bbf\u95ee<\/td>\n\u8fdc\u7a0b\u4ee3\u7406\u3001\u865a\u62df\u4ee3\u7406<\/td>\n<\/tr>\n
          \u5916\u89c2(Facade)<\/td>\n\u63d0\u4f9b\u7edf\u4e00\u63a5\u53e3\u7b80\u5316\u5b50\u7cfb\u7edf<\/td>\n\u4e00\u952e\u542f\u52a8\u7cfb\u7edf<\/td>\n<\/tr>\n
          \u6865\u63a5(Bridge)<\/td>\n\u62bd\u8c61\u4e0e\u5b9e\u73b0\u5206\u79bb\u72ec\u7acb\u53d8\u5316<\/td>\n\u8de8\u5e73\u53f0GUI<\/td>\n<\/tr>\n
          \u7ec4\u5408(Composite)<\/td>\n\u90e8\u5206-\u6574\u4f53\u6811\u5f62\u7ed3\u6784<\/td>\n\u6587\u4ef6\u7cfb\u7edf<\/td>\n<\/tr>\n
          \u4eab\u5143(Flyweight)<\/td>\n\u5171\u4eab\u7ec6\u7c92\u5ea6\u5bf9\u8c61<\/td>\n\u5b57\u7b26\u4e32\u6c60<\/td>\n<\/tr>\n
          \u7b56\u7565(Strategy)<\/td>\n\u5c01\u88c5\u53ef\u4e92\u6362\u7684\u7b97\u6cd5\u65cf<\/td>\n\u667a\u80fd\u5bb6\u5c45"\u4e00\u952e\u573a\u666f"<\/td>\n<\/tr>\n
          \u6a21\u677f\u65b9\u6cd5(Template)<\/td>\n\u7236\u7c7b\u5b9a\u4e49\u9aa8\u67b6，\u5b50\u7c7b\u5b9e\u73b0\u6b65\u9aa4<\/td>\nJdbcTemplate<\/td>\n<\/tr>\n
          \u89c2\u5bdf\u8005(Observer)<\/td>\n\u4e00\u5bf9\u591a\u901a\u77e5\u673a\u5236<\/td>\n\u667a\u80fd\u5bb6\u5c45"\u6e29\u5ea6\u53d8\u5316\u2192\u591a\u4e2a\u8bbe\u5907\u54cd\u5e94"<\/td>\n<\/tr>\n
          \u547d\u4ee4(Command)<\/td>\n\u5c06\u8bf7\u6c42\u5c01\u88c5\u4e3a\u5bf9\u8c61<\/td>\n\u64a4\u9500\/\u91cd\u505a<\/td>\n<\/tr>\n
          \u72b6\u6001(State)<\/td>\n\u5bf9\u8c61\u72b6\u6001\u6539\u53d8\u65f6\u884c\u4e3a\u6539\u53d8<\/td>\n\u8ba2\u5355\u72b6\u6001\u6d41\u8f6c<\/td>\n<\/tr>\n
          \u5907\u5fd8\u5f55(Memento)<\/td>\n\u4fdd\u5b58\u548c\u6062\u590d\u5bf9\u8c61\u72b6\u6001<\/td>\n\u6e38\u620f\u5b58\u6863<\/td>\n<\/tr>\n
          \u8fed\u4ee3\u5668(Iterator)<\/td>\n\u987a\u5e8f\u8bbf\u95ee\u96c6\u5408\u5143\u7d20<\/td>\n\u904d\u5386<\/td>\n<\/tr>\n
          \u8d23\u4efb\u94fe(Chain)<\/td>\n\u8bf7\u6c42\u6cbf\u94fe\u4f20\u9012\u76f4\u5230\u88ab\u5904\u7406<\/td>\n\u5ba1\u6279\u6d41\u7a0b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          7.2 \u89c2\u5bdf\u8005 vs \u53d1\u5e03-\u8ba2\u9605（\u6613\u6df7\u6dc6\u70b9）<\/h4>\n\n\u5bf9\u6bd4\u7ef4\u5ea6\u89c2\u5bdf\u8005\u6a21\u5f0f\u53d1\u5e03-\u8ba2\u9605\u6a21\u5f0f<\/tr>\n\n\n\n\n
          \u8026\u5408\u5ea6<\/td>\nSubject\u76f4\u63a5\u901a\u77e5Observer（\u677e\u8026\u5408）<\/td>\n\u901a\u8fc7\u6d88\u606f\u4ee3\u7406\/\u4e8b\u4ef6\u603b\u7ebf\u89e3\u8026（\u66f4\u677e）<\/td>\n<\/tr>\n
          \u901a\u77e5\u65b9\u5f0f<\/td>\nSubject\u4e3b\u52a8\u8c03\u7528Observer.update()<\/td>\n\u53d1\u5e03\u8005\u53d1\u5e03\u4e8b\u4ef6\u5230\u901a\u9053，\u8ba2\u9605\u8005\u76d1\u542c<\/td>\n<\/tr>\n
          \u8003\u8bd5\u7279\u5f81<\/td>\n\u201cA\u53d8\u5316\u65f6B\u3001C\u3001D\u81ea\u52a8\u54cd\u5e94\u201d<\/td>\n\u201c\u901a\u8fc7\u6d88\u606f\u4e2d\u95f4\u4ef6\u5f02\u6b65\u89e3\u8026\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \n

          \u516b\u3001\u77e5\u8bc6\u4ea7\u6743\u4e0e\u6570\u636e\u5b89\u5168\u6cd5\u89c4（2026\u65b0\u589e\u91cd\u70b9）<\/h3>\n

          8.1 \u77e5\u8bc6\u4ea7\u6743\u4fdd\u62a4\u671f\u9650\u901f\u67e5<\/h4>\n\n\u6743\u5229\u7c7b\u578b\u4fdd\u62a4\u671f\u9650\u8d77\u7b97\u65f6\u95f4<\/tr>\n\n\n\n\n\n\n\n\n
          \u8457\u4f5c\u6743（\u516c\u6c11\u4f5c\u54c1）<\/td>\n\u4f5c\u8005\u7ec8\u751f+\u6b7b\u540e50\u5e74<\/td>\n\u6b7b\u540e\u7b2c50\u5e7412\u670831\u65e5<\/td>\n<\/tr>\n
          \u8457\u4f5c\u6743（\u5355\u4f4d\u4f5c\u54c1）<\/td>\n50\u5e74<\/td>\n\u9996\u6b21\u53d1\u8868\u540e\u7b2c50\u5e7412\u670831\u65e5<\/td>\n<\/tr>\n
          \u53d1\u660e\u4e13\u5229<\/td>\n20\u5e74<\/td>\n\u7533\u8bf7\u65e5<\/td>\n<\/tr>\n
          \u5b9e\u7528\u65b0\u578b\u4e13\u5229<\/td>\n10\u5e74<\/td>\n\u7533\u8bf7\u65e5<\/td>\n<\/tr>\n
          \u5916\u89c2\u8bbe\u8ba1\u4e13\u5229<\/td>\n15\u5e74<\/td>\n\u7533\u8bf7\u65e5<\/td>\n<\/tr>\n
          \u5546\u6807<\/td>\n10\u5e74（\u53ef\u7eed\u5c55）<\/td>\n\u6838\u51c6\u6ce8\u518c\u65e5<\/td>\n<\/tr>\n
          \u5546\u4e1a\u79d8\u5bc6<\/td>\n\u65e0\u671f\u9650（\u4fdd\u5bc6\u671f\u5185）<\/td>\n\u2014<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          8.2 \u6570\u636e\u5b89\u5168\u6cd5\u89c4\u6838\u5fc3\u8981\u70b9<\/h4>\n\n\u6cd5\u89c4\u6838\u5fc3\u8981\u70b9\u8003\u8bd5\u5173\u6ce8<\/tr>\n\n\n\n\n
          \u300a\u6570\u636e\u5b89\u5168\u6cd5\u300b<\/td>\n\u6570\u636e\u5206\u7c7b\u5206\u7ea7\u4fdd\u62a4\u3001\u6570\u636e\u5b89\u5168\u5ba1\u67e5<\/td>\n\u6570\u636e\u5206\u7c7b\u5206\u7ea7\u5236\u5ea6<\/td>\n<\/tr>\n
          \u300a\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u6cd5\u300b<\/td>\n\u544a\u77e5-\u540c\u610f\u539f\u5219\u3001\u6700\u5c0f\u5fc5\u8981\u3001\u6570\u636e\u53ef\u643a\u5e26<\/td>\n\u4e2a\u4eba\u4fe1\u606f\u5904\u7406\u89c4\u5219<\/td>\n<\/tr>\n
          \u300a\u7f51\u7edc\u5b89\u5168\u6cd5\u300b<\/td>\n\u7b49\u7ea7\u4fdd\u62a4\u3001\u5b9e\u540d\u5236\u3001\u5173\u952e\u4fe1\u606f\u57fa\u7840\u8bbe\u65bd<\/td>\n\u7f51\u7edc\u5b89\u5168\u7b49\u7ea7\u4fdd\u62a4\u5236\u5ea6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          8.3 \u8457\u4f5c\u6743\u5f52\u5c5e\u5224\u5b9a<\/h4>\n\n\u4f5c\u54c1\u7c7b\u578b\u8457\u4f5c\u6743\u5f52\u5c5e\u5173\u952e\u5224\u65ad<\/tr>\n\n\n\n\n\n
          \u804c\u52a1\u4f5c\u54c1（\u4e00\u822c）<\/td>\n\u4f5c\u8005\u4eab\u6709，\u5355\u4f4d\u4f18\u5148\u4f7f\u75282\u5e74<\/td>\n\u672a\u4e3b\u8981\u5229\u7528\u5355\u4f4d\u7269\u8d28\u6761\u4ef6<\/td>\n<\/tr>\n
          \u804c\u52a1\u4f5c\u54c1（\u7279\u6b8a）<\/td>\n\u7f72\u540d\u6743\u5f52\u4f5c\u8005，\u5176\u4ed6\u6743\u5229\u5f52\u5355\u4f4d<\/td>\n\u4e3b\u8981\u5229\u7528\u5355\u4f4d\u7269\u8d28\u6761\u4ef6<\/td>\n<\/tr>\n
          \u59d4\u6258\u4f5c\u54c1<\/td>\n\u6309\u5408\u540c\u7ea6\u5b9a；\u65e0\u7ea6\u5b9a\u5f52\u53d7\u6258\u4eba<\/td>\n\u6709\u5408\u540c\u6309\u5408\u540c<\/td>\n<\/tr>\n
          \u5408\u4f5c\u4f5c\u54c1<\/td>\n\u5408\u4f5c\u4f5c\u8005\u5171\u540c\u4eab\u6709<\/td>\n\u53ef\u5206\u5272\u4f7f\u7528\u7684\u53ef\u5355\u72ec\u884c\u4f7f\u6743\u5229<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \n

          \u4e5d\u3001\u4e0a\u5348\u7cbe\u9009\u771f\u989812\u9053<\/h3>\n

          \u98981 – AI\u8f85\u52a9\u7f16\u7a0b<\/h4>\n

          \u5173\u4e8eAI\u8f85\u52a9\u7f16\u7a0b\u5de5\u5177\u7684\u63cf\u8ff0\u4e2d，\u9519\u8bef\u7684\u662f（ ）\u3002
          \nA. GitHub Copilot\u57fa\u4e8eOpenAI Codex\u6a21\u578b
          \nB. AI\u751f\u6210\u7684\u4ee3\u7801\u53ef\u4ee5\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u81ea\u52a8\u5ba1\u67e5
          \nC. AI\u5de5\u5177\u751f\u6210\u7684\u4ee3\u7801\u5b8c\u5168\u4e0d\u9700\u8981\u4eba\u5de5\u5ba1\u67e5
          \nD. Prompt\u5de5\u7a0b\u53ef\u4ee5\u63d0\u5347AI\u4ee3\u7801\u751f\u6210\u7684\u51c6\u786e\u6027<\/p>\n

          \u7b54\u6848: C\u3002AI\u751f\u6210\u7684\u4ee3\u7801\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\u548c\u4e1a\u52a1\u903b\u8f91\u504f\u5dee，\u5fc5\u987b\u4eba\u5de5\u5ba1\u67e5\u3002<\/p>\n

          \u98982 – Python\u57fa\u7840<\/h4>\n

          Python\u4e2d，\u4ee5\u4e0b\u5b9a\u4e49\u7a7a\u96c6\u5408\u7684\u6b63\u786e\u65b9\u5f0f\u662f（ ）\u3002
          \nA. x = {} B. x = set() C. x = [] D. x = ()<\/p>\n

          \u7b54\u6848: B\u3002{} \u662f\u7a7a\u5b57\u5178，[] \u662f\u7a7a\u5217\u8868，() \u662f\u7a7a\u5143\u7ec4\u3002<\/p>\n

          \u98983 – CAP\u7406\u8bba<\/h4>\n

          \u5728CAP\u7406\u8bba\u4e2d，\u5f53\u53d1\u751f\u7f51\u7edc\u5206\u533a\u65f6，CP\u7cfb\u7edf\u4f1a\u727a\u7272\u4ec0\u4e48（ ）\u3002
          \nA. \u4e00\u81f4\u6027 B. \u53ef\u7528\u6027 C. \u5206\u533a\u5bb9\u9519\u6027 D. \u6301\u4e45\u6027<\/p>\n

          \u7b54\u6848: B\u3002CP\u7cfb\u7edf\u727a\u7272\u53ef\u7528\u6027(A)\u4fdd\u8bc1\u4e00\u81f4\u6027\u00a9\u3002<\/p>\n

          \u98984 – \u5b50\u7f51\u5212\u5206<\/h4>\n

          C\u7c7b\u5730\u5740\u9700\u8981\u5212\u52066\u4e2a\u5b50\u7f51，\u5b50\u7f51\u63a9\u7801\u662f（ ）\u3002
          \nA. 255.255.255.192 B. 255.255.255.224 C. 255.255.255.240 D. 255.255.255.248<\/p>\n

          \u7b54\u6848: B\u30026\u4e2a\u5b50\u7f51\u9700\u501f3\u4f4d（2^3=8\u22656），\u63a9\u7801=255.255.255.224（\/27）\u3002<\/p>\n

          \u98985 – \u7f16\u8bd1\u539f\u7406<\/h4>\n

          \u8868\u8fbe\u5f0f "hello" + 3.14 \u5728C\u8bed\u8a00\u7f16\u8bd1\u65f6\u4f1a\u62a5\u4ec0\u4e48\u9519\u8bef（ ）\u3002
          \nA. \u8bed\u6cd5\u9519\u8bef B. \u9759\u6001\u8bed\u4e49\u9519\u8bef C. \u52a8\u6001\u8bed\u4e49\u9519\u8bef D. \u4e0d\u62a5\u9519<\/p>\n

          \u7b54\u6848: B\u3002\u7c7b\u578b\u4e0d\u5339\u914d\u5c5e\u4e8e\u9759\u6001\u8bed\u4e49\u9519\u8bef，\u7f16\u8bd1\u9636\u6bb5\u53d1\u73b0\u3002<\/p>\n

          \u98986 – \u6570\u636e\u5e93\u9694\u79bb\u7ea7\u522b<\/h4>\n

          \u9694\u79bb\u7ea7\u522b\u4e2d\u4e0d\u4f1a\u51fa\u73b0"\u4e0d\u53ef\u91cd\u590d\u8bfb"\u7684\u6700\u4f4e\u7ea7\u522b\u662f（ ）\u3002
          \nA. READ UNCOMMITTED B. READ COMMITTED C. REPEATABLE READ D. SERIALIZABLE<\/p>\n

          \u7b54\u6848: C\u3002REPEATABLE READ\u6d88\u9664\u4e86\u4e0d\u53ef\u91cd\u590d\u8bfb，\u4f46\u5e7b\u8bfb\u4ecd\u53ef\u80fd\u53d1\u751f\u3002<\/p>\n

          \u98987 – DRAM\u7279\u6027<\/h4>\n

          \u5173\u4e8eDRAM\u7684\u53d9\u8ff0\u4e2d，\u6b63\u786e\u7684\u662f（ ）\u3002
          \nA. \u4e0d\u9700\u8981\u5237\u65b0 B. \u5de5\u4f5c\u901f\u5ea6\u6bd4SRAM\u5feb C. \u96c6\u6210\u5ea6\u6bd4SRAM\u9ad8 D. \u6210\u672c\u6bd4SRAM\u9ad8<\/p>\n

          \u7b54\u6848: C\u3002DRAM\u9700\u8981\u5237\u65b0\u3001\u901f\u5ea6\u6162\u3001\u96c6\u6210\u5ea6\u9ad8\u3001\u6210\u672c\u4f4e\u3002<\/p>\n

          \u98988 – \u6587\u4ef6\u7cfb\u7edf<\/h4>\n

          \u8bbe\u5907\u7ba1\u7406\u4e2d\u5f15\u5165\u7f13\u51b2\u6280\u672f\u7684\u4e3b\u8981\u76ee\u7684\u662f（ ）\u3002
          \nA. \u51cf\u5c11\u5185\u5b58\u5360\u7528 B. \u7b80\u5316\u9a71\u52a8\u7a0b\u5e8f C. \u63d0\u9ad8\u8bbe\u5907\u5229\u7528\u7387 D. \u7f13\u548cCPU\u4e0eI\/O\u901f\u5ea6\u4e0d\u5339\u914d<\/p>\n

          \u7b54\u6848: D\u3002\u7f13\u51b2\u7684\u6838\u5fc3\u76ee\u6807\u662f\u89e3\u51b3\u901f\u5ea6\u4e0d\u5339\u914d\u95ee\u9898\u3002<\/p>\n

          \u98989 – \u9762\u5411\u5bf9\u8c61<\/h4>\n

          \u5173\u4e8e\u7c7b\u548c\u5bf9\u8c61\u5173\u7cfb\u7684\u63cf\u8ff0，\u6b63\u786e\u7684\u662f（ ）\u3002
          \nA. \u7c7b\u662f\u5bf9\u8c61\u7684\u5177\u4f53\u5b9e\u4f8b B. \u4e00\u4e2a\u7c7b\u53ea\u80fd\u521b\u5efa\u4e00\u4e2a\u5bf9\u8c61
          \nC. \u7c7b\u662f\u6a21\u677f，\u5bf9\u8c61\u662f\u6839\u636e\u6a21\u677f\u521b\u5efa\u7684\u5b9e\u4f8b D. \u5bf9\u8c61\u662f\u62bd\u8c61\u7684，\u7c7b\u662f\u5177\u4f53\u7684<\/p>\n

          \u7b54\u6848: C\u3002\u7c7b\u662f\u62bd\u8c61\u6a21\u677f，\u5bf9\u8c61\u662f\u5177\u4f53\u5b9e\u4f8b\u3002<\/p>\n

          \u989810 – \u77e5\u8bc6\u4ea7\u6743<\/h4>\n

          \u67d0\u7a0b\u5e8f\u5458\u5728\u516c\u53f8\u5229\u7528\u516c\u53f8\u63d0\u4f9b\u7684\u8bbe\u5907\u5f00\u53d1\u7684\u8f6f\u4ef6\u7684\u8457\u4f5c\u6743\u5f52（ ）\u3002
          \nA. \u7a0b\u5e8f\u5458\u4e2a\u4eba B. \u516c\u53f8 C. \u7a0b\u5e8f\u5458\u548c\u516c\u53f8\u5171\u6709 D. \u56fd\u5bb6<\/p>\n

          \u7b54\u6848: B\u3002\u804c\u52a1\u4f5c\u54c1（\u5229\u7528\u5355\u4f4d\u7269\u8d28\u6761\u4ef6），\u7f72\u540d\u6743\u5f52\u4f5c\u8005，\u5176\u4ed6\u6743\u5229\u5f52\u5355\u4f4d\u3002<\/p>\n

          \u989811 – CPU\u7ec4\u6210<\/h4>\n

          CPU\u8fd0\u7b97\u5668\u4e3b\u8981\u7531ALU\u3001（ ）\u3001\u72b6\u6001\u5bc4\u5b58\u5668\u548c\u901a\u7528\u5bc4\u5b58\u5668\u7ec4\u6210\u3002
          \nA. \u7d2f\u52a0\u5668 B. \u6307\u4ee4\u5bc4\u5b58\u5668 C. \u7a0b\u5e8f\u8ba1\u6570\u5668 D. \u65f6\u5e8f\u7535\u8def<\/p>\n

          \u7b54\u6848: A\u3002\u6307\u4ee4\u5bc4\u5b58\u5668\u3001\u7a0b\u5e8f\u8ba1\u6570\u5668\u5c5e\u4e8e\u63a7\u5236\u5668\u3002<\/p>\n

          \u989812 – \u6570\u636e\u5b89\u5168<\/h4>\n

          \u6839\u636e\u300a\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u6cd5\u300b，\u5904\u7406\u4e2a\u4eba\u4fe1\u606f\u5e94\u9075\u5faa\u7684\u539f\u5219\u4e0d\u5305\u62ec（ ）\u3002
          \nA. \u544a\u77e5-\u540c\u610f B. \u6700\u5c0f\u5fc5\u8981 C. \u516c\u5f00\u900f\u660e D. \u5229\u76ca\u6700\u5927\u5316<\/p>\n

          \u7b54\u6848: D\u3002\u300a\u4e2a\u4fdd\u6cd5\u300b\u6838\u5fc3\u539f\u5219\u662f\u544a\u77e5-\u540c\u610f\u3001\u6700\u5c0f\u5fc5\u8981\u3001\u516c\u5f00\u900f\u660e，\u65e0"\u5229\u76ca\u6700\u5927\u5316"\u3002<\/p>\n

          \n

          \u5341\u3001\u4e0b\u5348\u6848\u4f8b\u5206\u67903\u9053<\/h3>\n

          \u6848\u4f8b\u4e00 – \u6570\u636e\u6d41\u56fe（DFD）：\u5728\u7ebf\u6559\u80b2\u5e73\u53f0<\/h4>\n

          \u8bf4\u660e: \u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u9700\u5f00\u53d1\u4e00\u5957\u8bfe\u7a0b\u7ba1\u7406\u7cfb\u7edf，\u4e3b\u8981\u529f\u80fd\u5982\u4e0b：<\/p>\n

        • \u5b66\u751f\u53ef\u6d4f\u89c8\u8bfe\u7a0b\u3001\u9009\u8bfe\u3001\u67e5\u770b\u5b66\u4e60\u8fdb\u5ea6<\/li>\n
        • \u6559\u5e08\u53ef\u4e0a\u4f20\u8bfe\u7a0b\u8d44\u6599\u3001\u5e03\u7f6e\u4f5c\u4e1a\u3001\u6279\u6539\u4f5c\u4e1a<\/li>\n
        • \u7ba1\u7406\u5458\u53ef\u7ba1\u7406\u7528\u6237（\u5b66\u751f\/\u6559\u5e08）\u3001\u5ba1\u6838\u8bfe\u7a0b\u5185\u5bb9<\/li>\n

          \u95ee\u98981（5\u5206）: \u8bc6\u522b\u8be5\u7cfb\u7edf\u7684\u5916\u90e8\u5b9e\u4f53\u3002<\/p>\n

          \u53c2\u8003\u7b54\u6848: E1-\u5b66\u751f\u3001E2-\u6559\u5e08\u3001E3-\u7ba1\u7406\u5458<\/p>\n

          \u95ee\u98982（5\u5206）: \u8865\u5145"\u9009\u8bfe"\u5904\u7406\u7684\u6570\u636e\u6d41\u3002<\/p>\n

          \u53c2\u8003\u7b54\u6848:<\/p>\n

            \n
          • \u5b66\u751f \u2192 \u9009\u8bfe\u5904\u7406：\u9009\u8bfe\u8bf7\u6c42（\u8bfe\u7a0bID\u3001\u5b66\u751fID）<\/li>\n
          • \u9009\u8bfe\u5904\u7406 \u2192 \u5b66\u751f：\u9009\u8bfe\u7ed3\u679c（\u6210\u529f\/\u5931\u8d25+\u539f\u56e0）<\/li>\n
          • \u9009\u8bfe\u5904\u7406 \u2192 \u8bfe\u7a0b\u6570\u636e\u5b58\u50a8：\u66f4\u65b0\u9009\u8bfe\u4eba\u6570<\/li>\n
          • \u8bfe\u7a0b\u6570\u636e\u5b58\u50a8 \u2192 \u9009\u8bfe\u5904\u7406：\u8bfe\u7a0b\u5bb9\u91cf\u4fe1\u606f<\/li>\n<\/ul>\n

            \u95ee\u98983（5\u5206）: \u89e3\u91ca\u7236\u56fe\u4e0e\u5b50\u56fe\u5e73\u8861\u7684\u542b\u4e49\u3002<\/p>\n

            \u53c2\u8003\u7b54\u6848: \u7236\u56fe\u4e2d\u67d0\u52a0\u5de5\u7684\u8f93\u5165\/\u8f93\u51fa\u6570\u636e\u6d41\u5fc5\u987b\u4e0e\u5bf9\u5e94\u5b50\u56fe\u7684\u8f93\u5165\/\u8f93\u51fa\u6570\u636e\u6d41\u5728\u6570\u91cf\u548c\u540d\u79f0\u4e0a\u4fdd\u6301\u4e00\u81f4\u3002\u8fd9\u662f\u5206\u5c42DFD\u7684\u91cd\u8981\u7ea6\u675f\u3002<\/p>\n

            \n

            \u6848\u4f8b\u4e8c – \u6570\u636e\u5e93\u8bbe\u8ba1：\u56fe\u4e66\u7ba1\u7406\u7cfb\u7edf<\/h4>\n

            \u8bf4\u660e: \u67d0\u56fe\u4e66\u9986\u7ba1\u7406\u7cfb\u7edf\u6d89\u53ca\u4ee5\u4e0b\u5b9e\u4f53：<\/p>\n

              \n
            • \u8bfb\u8005（\u8bfb\u8005ID\u3001\u59d3\u540d\u3001\u7c7b\u578b\u3001\u53ef\u501f\u6570\u91cf）<\/li>\n
            • \u56fe\u4e66（\u56fe\u4e66ID\u3001\u4e66\u540d\u3001\u4f5c\u8005\u3001ISBN\u3001\u51fa\u7248\u793e）<\/li>\n
            • \u501f\u9605\u8bb0\u5f55（\u501f\u9605ID\u3001\u501f\u51fa\u65e5\u671f\u3001\u5e94\u8fd8\u65e5\u671f\u3001\u5b9e\u9645\u5f52\u8fd8\u65e5\u671f）<\/li>\n
            • \u4e00\u4e2a\u8bfb\u8005\u53ef\u501f\u591a\u672c\u56fe\u4e66，\u4e00\u672c\u56fe\u4e66\u53ef\u88ab\u591a\u4e2a\u8bfb\u8005\u501f\u9605（\u5386\u53f2\u8bb0\u5f55）<\/li>\n<\/ul>\n

              \u95ee\u98981（5\u5206）: \u753b\u51faER\u56fe，\u6807\u6ce8\u8054\u7cfb\u7c7b\u578b\u3002<\/p>\n

              \u53c2\u8003\u7b54\u6848:<\/p>\n

              [\u8bfb\u8005] 1 \u2014\u2014\u2014\u2014 M [\u501f\u9605] M \u2014\u2014\u2014\u2014 1 [\u56fe\u4e66]<\/p>\n

                \n
              • \u8bfb\u8005\u4e0e\u501f\u9605：1:M（\u4e00\u4e2a\u8bfb\u8005\u6709\u591a\u6761\u501f\u9605\u8bb0\u5f55）<\/li>\n
              • \u56fe\u4e66\u4e0e\u501f\u9605：1:M（\u4e00\u672c\u56fe\u4e66\u6709\u591a\u6761\u501f\u9605\u8bb0\u5f55）<\/li>\n
              • \u501f\u9605\u4e3a\u8054\u7cfb\u5b9e\u4f53，\u5305\u542b\u5c5e\u6027：\u501f\u9605ID\u3001\u501f\u51fa\u65e5\u671f\u3001\u5e94\u8fd8\u65e5\u671f\u3001\u5b9e\u9645\u5f52\u8fd8\u65e5\u671f<\/li>\n<\/ul>\n

                \u95ee\u98982（5\u5206）: \u5c06ER\u56fe\u8f6c\u6362\u4e3a\u5173\u7cfb\u6a21\u5f0f，\u6807\u6ce8\u4e3b\u952e\u548c\u5916\u952e\u3002<\/p>\n

                \u53c2\u8003\u7b54\u6848:<\/p>\n

                  \n
                • \u8bfb\u8005（\u8bfb\u8005ID，\u59d3\u540d，\u7c7b\u578b，\u53ef\u501f\u6570\u91cf）<\/li>\n
                • \u56fe\u4e66（\u56fe\u4e66ID，\u4e66\u540d，\u4f5c\u8005，ISBN，\u51fa\u7248\u793e）<\/li>\n
                • \u501f\u9605（\u501f\u9605ID，\u8bfb\u8005ID(FK)，\u56fe\u4e66ID(FK)，\u501f\u51fa\u65e5\u671f，\u5e94\u8fd8\u65e5\u671f，\u5b9e\u9645\u5f52\u8fd8\u65e5\u671f）<\/li>\n<\/ul>\n

                  \u95ee\u98983（5\u5206）: \u5199\u51fa\u67e5\u8be2"\u501f\u9605\u4e86\u300a\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u6559\u7a0b\u300b\u4e14\u5c1a\u672a\u5f52\u8fd8\u7684\u8bfb\u8005\u59d3\u540d\u548c\u501f\u51fa\u65e5\u671f"\u7684SQL\u3002<\/p>\n

                  SELECT<\/span> r.<\/span>\u59d3\u540d,<\/span> j.<\/span>\u501f\u51fa\u65e5\u671f
                  \nFROM<\/span> \u8bfb\u8005 r
                  \nJOIN<\/span> \u501f\u9605 j ON<\/span> r.<\/span>\u8bfb\u8005ID =<\/span> j.<\/span>\u8bfb\u8005ID
                  \nJOIN<\/span> \u56fe\u4e66 b ON<\/span> j.<\/span>\u56fe\u4e66ID =<\/span> b.<\/span>\u56fe\u4e66ID
                  \nWHERE<\/span> b.<\/span>\u4e66\u540d =<\/span> '\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u6559\u7a0b'<\/span>
                  \n AND<\/span> j.<\/span>\u5b9e\u9645\u5f52\u8fd8\u65e5\u671f IS<\/span> NULL<\/span>;<\/span><\/p>\n

                  \n

                  \u6848\u4f8b\u4e09 – \u8bbe\u8ba1\u6a21\u5f0f：AI\u4ee3\u7801\u5ba1\u67e5\u7cfb\u7edf<\/h4>\n

                  \u8bf4\u660e: \u67d0\u56e2\u961f\u8ba1\u5212\u5f00\u53d1\u4e00\u5957AI\u4ee3\u7801\u5ba1\u67e5\u7cfb\u7edf：<\/p>\n

                    \n
                  • \u7cfb\u7edf\u63d0\u4f9b\u4e86\u591a\u79cd\u5ba1\u67e5\u7b56\u7565（\u8bed\u6cd5\u68c0\u67e5\u3001\u5b89\u5168\u626b\u63cf\u3001\u6027\u80fd\u5206\u6790\u7b49），\u7528\u6237\u53ef\u7075\u6d3b\u9009\u62e9\u548c\u7ec4\u5408<\/li>\n
                  • \u5ba1\u67e5\u8fc7\u7a0b\u4e2d，\u5f53\u53d1\u73b0\u4e0d\u540c\u7ea7\u522b\u7684\u4ee3\u7801\u95ee\u9898\u65f6（Info\/Warning\/Error），\u9700\u8981\u901a\u77e5\u4e0d\u540c\u7684\u63a5\u6536\u4eba<\/li>\n
                  • \u56e2\u961f\u9886\u5bfc\u5e0c\u671b\u5ba1\u67e5\u6d41\u7a0b\u57fa\u4e8e\u56fa\u5b9a\u6a21\u677f（\u83b7\u53d6\u4ee3\u7801\u2192\u8fd0\u884c\u7b56\u7565\u2192\u751f\u6210\u62a5\u544a\u2192\u901a\u77e5），\u4f46\u5404\u7b56\u7565\u7684\u5177\u4f53\u5b9e\u73b0\u53ef\u4e0d\u540c<\/li>\n<\/ul>\n

                    \u95ee\u98981（5\u5206）: \u9009\u62e9\u5ba1\u67e5\u7b56\u7565\u7684\u573a\u666f\u9002\u5408\u4f7f\u7528\u54ea\u79cd\u8bbe\u8ba1\u6a21\u5f0f？\u8bf4\u660e\u7406\u7531\u3002<\/p>\n

                    \u53c2\u8003\u7b54\u6848: \u7b56\u7565\u6a21\u5f0f\u3002\u7406\u7531：\u591a\u79cd\u5ba1\u67e5\u7b97\u6cd5（\u8bed\u6cd5\u68c0\u67e5\/\u5b89\u5168\u626b\u63cf\/\u6027\u80fd\u5206\u6790）\u53ef\u4e92\u6362，\u7528\u6237\u53ef\u52a8\u6001\u9009\u62e9\u548c\u7ec4\u5408\u3002\u7b56\u7565\u6a21\u5f0f\u5c06\u6bcf\u79cd\u5ba1\u67e5\u7b97\u6cd5\u5c01\u88c5\u4e3a\u72ec\u7acb\u7684\u7b56\u7565\u7c7b，\u901a\u8fc7Context\u7edf\u4e00\u8c03\u7528\u3002<\/p>\n

                    \u95ee\u98982（5\u5206）: \u95ee\u9898\u901a\u77e5\u7684\u573a\u666f\u9002\u5408\u4f7f\u7528\u54ea\u79cd\u8bbe\u8ba1\u6a21\u5f0f？\u8bf4\u660e\u7406\u7531\u3002<\/p>\n

                    \u53c2\u8003\u7b54\u6848: \u89c2\u5bdf\u8005\u6a21\u5f0f\u3002\u7406\u7531：\u5f53\u5ba1\u67e5\u7ed3\u679c\u4ea7\u751f\u65f6（\u4e8b\u4ef6\u6e90），\u9700\u8981\u901a\u77e5\u4e0d\u540c\u63a5\u6536\u4eba（Info\u901a\u77e5\u5f00\u53d1\u8005\u3001Warning\u901a\u77e5\u7ec4\u957f\u3001Error\u901a\u77e5\u5168\u5458）\u3002\u89c2\u5bdf\u8005\u6a21\u5f0f\u5b9e\u73b0\u4e00\u5bf9\u591a\u901a\u77e5\u673a\u5236，Subject\u7ef4\u62a4\u89c2\u5bdf\u8005\u5217\u8868，\u72b6\u6001\u53d8\u5316\u65f6\u904d\u5386\u901a\u77e5\u3002<\/p>\n

                    \u95ee\u98983（5\u5206）: \u5ba1\u67e5\u6a21\u677f\u6d41\u7a0b\u9002\u5408\u4f7f\u7528\u54ea\u79cd\u8bbe\u8ba1\u6a21\u5f0f？\u5199\u51fa\u5176\u6838\u5fc3\u7c7b\u540d\u3002<\/p>\n

                    \u53c2\u8003\u7b54\u6848: \u6a21\u677f\u65b9\u6cd5\u6a21\u5f0f\u3002\u7406\u7531：\u5ba1\u67e5\u6d41\u7a0b\u9aa8\u67b6\u56fa\u5b9a（\u83b7\u53d6\u4ee3\u7801\u2192\u8fd0\u884c\u7b56\u7565\u2192\u751f\u6210\u62a5\u544a\u2192\u901a\u77e5），\u4f46\u5404\u7b56\u7565\u7684\u5177\u4f53\u5b9e\u73b0\u4e0d\u540c\u3002\u6838\u5fc3\u7c7b：\u62bd\u8c61\u7c7b CodeReviewTemplate（\u5b9a\u4e49\u6a21\u677f\u65b9\u6cd5 review()），\u5177\u4f53\u5b50\u7c7b SyntaxReview\u3001SecurityReview\u3001PerformanceReview\u3002<\/p>\n

                    \n

                    \u5341\u4e00\u30012026\u4e0b\u534a\u5e7410\u5927\u53ef\u80fd\u8003\u70b9\u9884\u6d4b<\/h3>\n\n\u6392\u540d\u53ef\u80fd\u8003\u70b9\u51fa\u9898\u5f62\u5f0f\u91cd\u8981\u5ea6\u5907\u8003\u5efa\u8bae<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n
                    1<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f\u573a\u666f\u5316\u8bc6\u522b<\/td>\n\u4e0a\u5348\u9898\u7ec4+\u4e0b\u5348\u8bbe\u8ba1\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n\u719f\u8bb020\u79cd\u6a21\u5f0f\u4e00\u53e5\u8bdd\u7279\u5f81，\u7ec3\u60c5\u5883\u8bc6\u522b<\/td>\n<\/tr>\n
                    2<\/td>\nPython\u8bed\u8a00\u57fa\u7840<\/td>\n\u4e0a\u5348\u9009\u62e9\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n\u638c\u63e1\u6570\u636e\u7c7b\u578b\u3001\u8fd0\u7b97\u7b26\u9677\u9631\u3001\u63a7\u5236\u6d41<\/td>\n<\/tr>\n
                    3<\/td>\n\u5206\u5e03\u5f0fCAP\/BASE\u7406\u8bba<\/td>\n\u4e0a\u5348\u9009\u62e9\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n\u7406\u89e3CP vs AP\u53d6\u820d\u3001BASE\u4e09\u7279\u6027<\/td>\n<\/tr>\n
                    4<\/td>\nAI\u8f85\u52a9\u7f16\u7a0b\u6982\u5ff5<\/td>\n\u4e0a\u5348\u9009\u62e9\u9898+\u82f1\u8bed\u9605\u8bfb<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n\u638c\u63e1LLM\/Prompt\/RAG\/Copilot\u6838\u5fc3\u6982\u5ff5<\/td>\n<\/tr>\n
                    5<\/td>\n\u6570\u636e\u5e93\u8303\u5f0f+SQL<\/td>\n\u4e0a\u5348\u9009\u62e9+\u4e0b\u5348\u6570\u636e\u5e93<\/td>\n\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n\u8303\u5f0f\u5224\u5b9a\u6d41\u7a0b\u3001\u9ad8\u7ea7SQL\u5199\u6cd5<\/td>\n<\/tr>\n
                    6<\/td>\n\u5b50\u7f51\u5212\u5206\u4e0eIP\u5730\u5740<\/td>\n\u4e0a\u5348\u8ba1\u7b97\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\nC\u7c7b\u5b50\u7f51\u5212\u5206\u3001CIDR\u8ba1\u7b97<\/td>\n<\/tr>\n
                    7<\/td>\nDFD\u6570\u636e\u6d41\u56fe<\/td>\n\u4e0b\u5348\u6848\u4f8b\u7b2c1\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n\u7236\u56fe\u5e73\u8861\u3001\u6570\u636e\u5b88\u6052\u94c1\u5f8b<\/td>\n<\/tr>\n
                    8<\/td>\nMcCabe\u73af\u5f62\u590d\u6742\u5ea6<\/td>\n\u4e0a\u5348\u8ba1\u7b97\u9898<\/td>\n\u2b50\u2b50\u2b50\u2b50<\/td>\n\u4e09\u516c\u5f0f\u7075\u6d3b\u8fd0\u7528<\/td>\n<\/tr>\n
                    9<\/td>\n\u77e5\u8bc6\u4ea7\u6743\u4e0e\u6570\u636e\u5b89\u5168\u6cd5<\/td>\n\u4e0a\u5348\u9009\u62e9\u9898<\/td>\n\u2b50\u2b50\u2b50<\/td>\n\u4fdd\u62a4\u671f\u9650\u3001\u5f52\u5c5e\u5224\u5b9a\u3001\u4e2a\u4fdd\u6cd5\u539f\u5219<\/td>\n<\/tr>\n
                    10<\/td>\n\u7f16\u8bd1\u539f\u7406\u9759\u6001\/\u52a8\u6001\u8bed\u4e49<\/td>\n\u4e0a\u5348\u9009\u62e9<\/td>\n\u2b50\u2b50\u2b50<\/td>\n\u7f16\u8bd1\u5404\u9636\u6bb5\u9519\u8bef\u7c7b\u578b\u8fa8\u6790<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                    \n

                    \u5341\u4e8c\u3001\u4e13\u4e1a\u82f1\u8bed\u9ad8\u9891\u672f\u8bed25\u4e2a<\/h3>\n\n\u672f\u8bed\u4e2d\u65872026\u8003\u8bd5\u8d8b\u52bf<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
                    Large Language Model (LLM)<\/td>\n\u5927\u8bed\u8a00\u6a21\u578b<\/td>\nAI\u4e3b\u9898\u65b0\u589e<\/td>\n<\/tr>\n
                    Prompt Engineering<\/td>\n\u63d0\u793a\u8bcd\u5de5\u7a0b<\/td>\nAI\u4e3b\u9898\u65b0\u589e<\/td>\n<\/tr>\n
                    Retrieval-Augmented Generation (RAG)<\/td>\n\u68c0\u7d22\u589e\u5f3a\u751f\u6210<\/td>\nAI\u4e3b\u9898\u65b0\u589e<\/td>\n<\/tr>\n
                    GitHub Copilot<\/td>\nAI\u7f16\u7a0b\u52a9\u624b<\/td>\nAI\u4e3b\u9898\u65b0\u589e<\/td>\n<\/tr>\n
                    Microservices<\/td>\n\u5fae\u670d\u52a1<\/td>\n\u5206\u5e03\u5f0f\u65b0\u589e<\/td>\n<\/tr>\n
                    Containerization<\/td>\n\u5bb9\u5668\u5316<\/td>\n\u4e91\u8ba1\u7b97\u65b0\u589e<\/td>\n<\/tr>\n
                    Docker<\/td>\n\u5bb9\u5668\u5f15\u64ce<\/td>\n\u4e91\u8ba1\u7b97\u65b0\u589e<\/td>\n<\/tr>\n
                    Kubernetes (K8s)<\/td>\n\u5bb9\u5668\u7f16\u6392\u5e73\u53f0<\/td>\n\u4e91\u8ba1\u7b97\u65b0\u589e<\/td>\n<\/tr>\n
                    Consistency<\/td>\n\u4e00\u81f4\u6027<\/td>\nCAP\u7406\u8bba<\/td>\n<\/tr>\n
                    Availability<\/td>\n\u53ef\u7528\u6027<\/td>\nCAP\u7406\u8bba<\/td>\n<\/tr>\n
                    Partition Tolerance<\/td>\n\u5206\u533a\u5bb9\u9519\u6027<\/td>\nCAP\u7406\u8bba<\/td>\n<\/tr>\n
                    Eventually Consistent<\/td>\n\u6700\u7ec8\u4e00\u81f4\u6027<\/td>\nBASE\u7406\u8bba<\/td>\n<\/tr>\n
                    API Gateway<\/td>\nAPI\u7f51\u5173<\/td>\n\u5fae\u670d\u52a1\u65b0\u589e<\/td>\n<\/tr>\n
                    DevOps<\/td>\n\u5f00\u53d1\u8fd0\u7ef4\u4e00\u4f53\u5316<\/td>\n\u6301\u7eed\u65b0\u589e<\/td>\n<\/tr>\n
                    CI\/CD Pipeline<\/td>\n\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u90e8\u7f72\u6d41\u6c34\u7ebf<\/td>\nDevOps<\/td>\n<\/tr>\n
                    Singleton Pattern<\/td>\n\u5355\u4f8b\u6a21\u5f0f<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f<\/td>\n<\/tr>\n
                    Observer Pattern<\/td>\n\u89c2\u5bdf\u8005\u6a21\u5f0f<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f<\/td>\n<\/tr>\n
                    Strategy Pattern<\/td>\n\u7b56\u7565\u6a21\u5f0f<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f<\/td>\n<\/tr>\n
                    Factory Method<\/td>\n\u5de5\u5382\u65b9\u6cd5<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f<\/td>\n<\/tr>\n
                    Template Method<\/td>\n\u6a21\u677f\u65b9\u6cd5<\/td>\n\u8bbe\u8ba1\u6a21\u5f0f<\/td>\n<\/tr>\n
                    Personal Information Protection Law<\/td>\n\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u6cd5<\/td>\n\u6570\u636e\u5b89\u5168\u65b0\u589e<\/td>\n<\/tr>\n
                    Data Security Law<\/td>\n\u6570\u636e\u5b89\u5168\u6cd5<\/td>\n\u6570\u636e\u5b89\u5168\u65b0\u589e<\/td>\n<\/tr>\n
                    Serializable<\/td>\n\u53ef\u4e32\u884c\u5316（\u9694\u79bb\u7ea7\u522b）<\/td>\n\u6570\u636e\u5e93<\/td>\n<\/tr>\n
                    Subnet Mask<\/td>\n\u5b50\u7f51\u63a9\u7801<\/td>\n\u7f51\u7edc<\/td>\n<\/tr>\n
                    Static Semantic Error<\/td>\n\u9759\u6001\u8bed\u4e49\u9519\u8bef<\/td>\n\u7f16\u8bd1\u539f\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                    \n

                    \u5341\u4e09\u300185\u5929\u56db\u9636\u6bb5\u51b2\u523a\u8ba1\u5212<\/h3>\n\n\u9636\u6bb5\u65f6\u95f4\u6838\u5fc3\u76ee\u6807\u884c\u52a8\u6307\u5357<\/tr>\n\n\n\n\n\n
                    \u7b2c\u4e00\u9636\u6bb5：\u57fa\u7840\u7cbe\u8bfb<\/td>\n\u7b2c1-6\u5468（7.31-9.13）<\/td>\n\u5168\u9762\u4e86\u89e3\u77e5\u8bc6\u70b9，\u6784\u5efa\u77e5\u8bc6\u6846\u67b6<\/td>\n\u5feb\u901f\u6d4f\u89c8\u6559\u7a0b+\u65b0\u589e\u8003\u70b9（AI\/Python\/\u5206\u5e03\u5f0f）\u3002\u7ed3\u5408\u601d\u7ef4\u5bfc\u56fe\u5efa\u7acb\u6574\u4f53\u5370\u8c61\u3002\u6bcf\u59292-3\u5c0f\u65f6\u3002<\/td>\n<\/tr>\n
                    \u7b2c\u4e8c\u9636\u6bb5：\u5206\u9879\u4e13\u653b<\/td>\n\u7b2c7-12\u5468（9.14-10.11）<\/td>\n\u653b\u7834\u6838\u5fc3\u6a21\u5757，\u638c\u63e1\u89e3\u9898\u6280\u5de7<\/td>\n\u4e0a\u5348\u6309\u6a21\u5757\u5237\u9009\u62e9\u9898\u3002\u4e0b\u5348DFD\/UML\/\u6570\u636e\u5e93\/\u7b97\u6cd5\u4e13\u9898\u7a81\u7834\u3002Python+AI\u65b0\u8003\u70b9\u96c6\u4e2d\u7a81\u51fb\u3002<\/td>\n<\/tr>\n
                    \u7b2c\u4e09\u9636\u6bb5：\u771f\u9898\u5b9e\u6218<\/td>\n\u7b2c13-16\u5468（\u81f3\u8003\u524d）<\/td>\n\u719f\u6089\u673a\u8003\u8282\u594f，\u63d0\u5347\u89e3\u9898\u901f\u5ea6<\/td>\n\u4e25\u683c\u6309\u8003\u8bd5\u65f6\u95f4\u5237\u8fd15-8\u5e74\u771f\u9898\u3002\u673a\u8003\u7ec3\u4e60\u7cfb\u7edf\u753b\u56fe\u8bad\u7ec3\u3002\u603b\u7ed3\u7b54\u9898\u6a21\u677f\u3002<\/td>\n<\/tr>\n
                    \u7b2c\u56db\u9636\u6bb5：\u51b2\u523a\u8865\u6f0f<\/td>\n\u8003\u524d\u6700\u540e1\u5468<\/td>\n\u67e5\u6f0f\u8865\u7f3a，\u56de\u5f52\u57fa\u7840<\/td>\n\u505c\u6b62\u65b0\u9898，\u91cd\u70b9\u590d\u4e60\u9519\u9898\u672c\u3002\u80cc\u8bf5\u8bb0\u5fc6\u7c7b\u8003\u70b9（\u77e5\u8bc6\u4ea7\u6743\/\u82f1\u8bed\/\u6570\u636e\u5b89\u5168\u6cd5\u89c4）\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                    \u672c\u5468\u4efb\u52a1（\u7b2c1\u5468，7\u670831\u65e5-8\u67086\u65e5）：<\/p>\n

                      \n
                    • \u7cbe\u8bfbPython\u8bed\u8a00\u57fa\u7840\u7ae0\u8282（\u6570\u636e\u7c7b\u578b\u3001\u8fd0\u7b97\u7b26\u3001\u63a7\u5236\u6d41\u3001\u9762\u5411\u5bf9\u8c61）<\/li>\n
                    • \u7cbe\u8bfbAI\u8f85\u52a9\u7f16\u7a0b\u65b0\u589e\u8003\u70b9（LLM\/Prompt\/Copilot\/RAG\u6982\u5ff5）<\/li>\n
                    • \u7cbe\u8bfb\u5206\u5e03\u5f0f\u7cfb\u7edf\u5165\u95e8（CAP\/BASE\u7406\u8bba\u3001\u5fae\u670d\u52a1\u6838\u5fc3\u6982\u5ff5）<\/li>\n
                    • \u590d\u4e602026\u5e745\u6708\u771f\u9898\u667a\u80fd\u5bb6\u5c45\u8bbe\u8ba1\u6a21\u5f0f\u9898\u7ec4<\/li>\n
                    • \u7cbe\u8bfb\u7f16\u8bd1\u539f\u7406\u7f16\u8bd1\u5404\u9636\u6bb5\u4e0e\u9519\u8bef\u7c7b\u578b<\/li>\n
                    • \u5b8c\u6210\u672c\u7ae012\u9053\u4e0a\u5348\u771f\u9898<\/li>\n
                    • \u5b8c\u6210\u672c\u7ae03\u9053\u4e0b\u5348\u6848\u4f8b\u9898<\/li>\n<\/ul>\n
                      \n

                      \u5341\u56db\u3001\u8003\u524d30\u79d2\u901f\u8bb0\u6e05\u535520\u6761<\/h3>\n
                    • AI\u7f16\u7a0b\u5de5\u5177：Copilot\u57fa\u4e8eCodex，\u4ee3\u7801\u751f\u6210\u9700\u4eba\u5de5\u5ba1\u67e5<\/li>\n
                    • Python\u5355\u5143\u7d20\u5143\u7ec4：\u5fc5\u987b (1,) \u4e0d\u80fd (1)<\/li>\n
                    • Python\u7a7a\u96c6\u5408：set() \u4e0d\u662f {}（\u90a3\u662f\u7a7a\u5b57\u5178）<\/li>\n
                    • CAP\u5b9a\u7406：C\u4e00\u81f4\u6027\/A\u53ef\u7528\u6027\/P\u5206\u533a\u5bb9\u9519，P\u5fc5\u987b\u4fdd\u8bc1，\u5b9e\u9645\u9009CP\u6216AP<\/li>\n
                    • BASE：\u57fa\u672c\u53ef\u7528+\u8f6f\u72b6\u6001+\u6700\u7ec8\u4e00\u81f4\u6027<\/li>\n
                    • \u5355\u4f8b：\u4e00\u4e2a\u5b9e\u4f8b\u2014\u2014\u201c\u53ea\u9700\u8981\u4e00\u4e2a\u4e2d\u592e\u63a7\u5236\u5668\u201d<\/li>\n
                    • \u5de5\u5382：\u7edf\u4e00\u63a5\u53e3\u521b\u5efa\u4e0d\u540c\u5bf9\u8c61\u2014\u2014\u201c\u4e0d\u540c\u54c1\u724c\u706f\u5177\u7edf\u4e00\u63a5\u53e3\u201d<\/li>\n
                    • \u89c2\u5bdf\u8005：\u4e00\u5bf9\u591a\u901a\u77e5\u2014\u2014\u201c\u6e29\u5ea6\u53d8\u5316\u2192\u591a\u8bbe\u5907\u54cd\u5e94\u201d<\/li>\n
                    • \u7b56\u7565：\u7b97\u6cd5\u65cf\u4e92\u6362\u2014\u2014\u201c\u4e00\u952e\u573a\u666f\u5c01\u88c5\u52a8\u4f5c\u201d<\/li>\n
                    • \u6a21\u677f\u65b9\u6cd5：\u56fa\u5b9a\u9aa8\u67b6+\u5b50\u7c7b\u5b9e\u73b0\u6b65\u9aa4<\/li>\n
                    • \u201chello\u201d+3.14：\u7f16\u8bd1\u65f6\u62a5\u9519，\u9759\u6001\u8bed\u4e49\u9519\u8bef<\/li>\n
                    • \u5b50\u7f51\u63a9\u7801：C\u7c7b\/27（255.255.255.224）= 30\u53f0\u4e3b\u673a<\/li>\n
                    • DRAM vs SRAM：DRAM\u96c6\u6210\u9ad8\/\u6162\/\u5237\u65b0；SRAM\u96c6\u6210\u4f4e\/\u5feb\/\u4e0d\u5237\u65b0<\/li>\n
                    • \u9694\u79bb\u7ea7\u522b\u6700\u9ad8：SERIALIZABLE，\u6d88\u9664\u810f\u8bfb+\u4e0d\u53ef\u91cd\u590d\u8bfb+\u5e7b\u8bfb<\/li>\n
                    • \u7f13\u51b2\u76ee\u7684：\u7f13\u548cCPU\u4e0eI\/O\u901f\u5ea6\u4e0d\u5339\u914d<\/li>\n
                    • \u8fd0\u7b97\u5668\u7ec4\u6210：ALU+\u7d2f\u52a0\u5668+\u72b6\u6001\u5bc4\u5b58\u5668+\u901a\u7528\u5bc4\u5b58\u5668<\/li>\n
                    • \u7c7b\u4e0e\u5bf9\u8c61：\u7c7b\u662f\u6a21\u677f，\u5bf9\u8c61\u662f\u5b9e\u4f8b<\/li>\n
                    • \u804c\u52a1\u4f5c\u54c1：\u5229\u7528\u5355\u4f4d\u6761\u4ef6\u2192\u7f72\u540d\u5f52\u4e2a\u4eba，\u5176\u4ed6\u5f52\u5355\u4f4d<\/li>\n
                    • \u6570\u636e\u5b89\u5168\u4e09\u6cd5：\u6570\u636e\u5b89\u5168\u6cd5+\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u6cd5+\u7f51\u7edc\u5b89\u5168\u6cd5<\/li>\n
                    • \u4e2a\u4fdd\u6cd5\u539f\u5219：\u544a\u77e5-\u540c\u610f\u3001\u6700\u5c0f\u5fc5\u8981\u3001\u516c\u5f00\u900f\u660e<\/li>\n
                      \n

                      \u5341\u4e94\u3001\u8003\u573a\u7b56\u756510\u6761<\/h3>\n
                    • \u8bbe\u8ba1\u6a21\u5f0f\u770b\u573a\u666f：\u667a\u80fd\u5bb6\u5c45\/\u652f\u4ed8\/\u901a\u77e5\u7b49\u4e1a\u52a1\u573a\u666f\u76f4\u63a5\u8054\u60f3\u6a21\u5f0f\u7279\u5f81<\/li>\n
                    • Python\u9677\u9631\u8bb0\u7262：(1) vs (1,)\u3001{} vs set()\u3001* \u662f\u62fc\u63a5<\/li>\n
                    • CAP\u53d6\u820d\u5fc5\u8003：\u7f51\u7edc\u5206\u533a\u65f6\u9009CP\u8fd8\u662fAP？\u8bb0\u4f4fP\u5fc5\u987b\u4fdd\u8bc1<\/li>\n
                    • \u5b50\u7f51\u5212\u5206\u4e00\u6b65\u6b65：\u5148\u5b9a\u4e3b\u673a\u6570\u2192\u7b97\u4e3b\u673a\u4f4d\u6570\u2192\u5b50\u7f51\u6570\u2192\u63a9\u7801<\/li>\n
                    • \u7f16\u8bd1\u9519\u8bef\u5206\u9636\u6bb5：\u8bcd\u6cd5\/\u8bed\u6cd5\/\u9759\u6001\u8bed\u4e49\/\u52a8\u6001\u8bed\u4e49，\u9010\u5c42\u5224\u522b<\/li>\n
                    • \u8303\u5f0f\u5224\u5b9a\u53e3\u8bc0：\u90e8\u5206\u21922NF，\u4f20\u9012\u21923NF，\u5019\u9009\u952e\u7528\u5c5e\u6027\u5206\u7c7b\u6cd5<\/li>\n
                    • SQL\u9ad8\u5206\u6a21\u677f：JOIN+WHERE\/GROUP BY+HAVING+ORDER BY \u7ec4\u5408<\/li>\n
                    • \u4e0b\u5348\u9898\u94c1\u4e09\u89d2\u4f18\u5148：DFD\u2192\u6570\u636e\u5e93\u2192UML，\u7a33\u62ff\u57fa\u7840\u5206<\/li>\n
                    • \u77e5\u8bc6\u4ea7\u6743\u770b\u5f52\u5c5e：\u804c\u52a1\/\u59d4\u6258\/\u5408\u4f5c\u4e09\u79cd\u60c5\u51b5\u5206\u522b\u5224\u65ad<\/li>\n
                    • \u673a\u8003\u753b\u56fe\u63d0\u524d\u7ec3：DFD\u3001ER\u56fe\u3001UML\u7c7b\u56fe\u5fc5\u987b\u4e0a\u673a\u719f\u7ec3\u7ed8\u5236<\/li>\n
                      \n

                      \u5341\u516d\u3001\u81ea\u6d4b\u7ec3\u4e603\u9053<\/h3>\n

                      \u81ea\u6d4b1 – Python<\/h4>\n

                      Python\u4e2d，\u6267\u884c x = (1) \u548c y = (1,) \u540e，type(x) \u548c type(y) \u5206\u522b\u662f\u4ec0\u4e48？<\/p>\n

                      \u70b9\u51fb\u67e5\u770b\u7b54\u6848<\/p>\n

                        \n
                      • type(x) = <class 'int'>（\u62ec\u53f7\u88ab\u5f53\u4f5c\u6570\u5b66\u8fd0\u7b97\u62ec\u53f7）<\/li>\n
                      • type(y) = <class 'tuple'>（\u5355\u5143\u7d20\u5143\u7ec4）<\/li>\n
                      • \u9677\u9631：\u5355\u5143\u7d20\u5143\u7ec4\u5fc5\u987b\u52a0\u9017\u53f7！<\/li>\n<\/ul>\n

                        \u81ea\u6d4b2 – CAP\u7406\u8bba<\/h4>\n

                        \u67d0\u5206\u5e03\u5f0f\u7535\u5546\u7cfb\u7edf\u5728\u7f51\u7edc\u5206\u533a\u53d1\u751f\u65f6，\u4e3a\u4e86\u4fdd\u8bc1\u7528\u6237\u4e0b\u5355\u4e0d\u4e22\u5931，\u9009\u62e9\u4e86\u4e00\u81f4\u6027\u4f18\u5148\u3002\u8bf7\u95ee\u8fd9\u662fCP\u8fd8\u662fAP\u7cfb\u7edf？\u727a\u7272\u4e86\u4ec0\u4e48？<\/p>\n

                        \u70b9\u51fb\u67e5\u770b\u7b54\u6848<\/p>\n

                        \u7b54\u6848：\u8fd9\u662fCP\u7cfb\u7edf\u3002\u4fdd\u8bc1\u4e86\u4e00\u81f4\u6027\u00a9\u548c\u5206\u533a\u5bb9\u9519\u6027\u00a7，\u727a\u7272\u4e86\u53ef\u7528\u6027(A)\u3002\u5728\u7f51\u7edc\u5206\u533a\u671f\u95f4，\u90e8\u5206\u8282\u70b9\u53ef\u80fd\u65e0\u6cd5\u54cd\u5e94\u8bf7\u6c42（\u4e3a\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027）\u3002<\/p>\n

                        \u81ea\u6d4b3 – \u8bbe\u8ba1\u6a21\u5f0f<\/h4>\n

                        \u67d0\u7cfb\u7edf\u9700\u8981\u5728\u8fd0\u884c\u65f6\u52a8\u6001\u7ed9\u4e00\u4e2a\u5bf9\u8c61\u6dfb\u52a0\u65b0\u7684\u884c\u4e3a（\u5982\u7ed9\u4e00\u676f\u5496\u5561\u52a0\u725b\u5976\u3001\u52a0\u7cd6\u3001\u52a0\u5976\u6ce1），\u4e14\u8fd9\u4e9b\u884c\u4e3a\u53ef\u4ee5\u4efb\u610f\u7ec4\u5408\u3002\u6700\u9002\u5408\u91c7\u7528\u54ea\u79cd\u8bbe\u8ba1\u6a21\u5f0f？<\/p>\n

                        \u70b9\u51fb\u67e5\u770b\u7b54\u6848<\/p>\n

                        \u7b54\u6848：\u88c5\u9970\u6a21\u5f0f(Decorator)\u3002<\/p>\n

                        \u7406\u7531：<\/p>\n

                          \n
                        • \u52a8\u6001\u6dfb\u52a0\u804c\u8d23，\u4e0d\u4fee\u6539\u539f\u5bf9\u8c61<\/li>\n
                        • \u88c5\u9970\u53ef\u4efb\u610f\u6392\u5217\u7ec4\u5408（\u5148\u52a0\u5976\u518d\u52a0\u7cd6 vs \u5148\u52a0\u7cd6\u518d\u52a0\u5976）<\/li>\n
                        • \u907f\u514d\u5b50\u7c7b\u7206\u70b8（\u4e0d\u662f\u521b\u5efa"\u62ff\u94c1\u52a0\u7cd6"\u3001"\u62ff\u94c1\u52a0\u725b\u5976"\u7b49\u65e0\u6570\u5b50\u7c7b）<\/li>\n<\/ul>\n

                          \u6838\u5fc3\u7ed3\u6784：\u62bd\u8c61\u7ec4\u4ef6(Beverage) \u2192 \u5177\u4f53\u7ec4\u4ef6(Espresso) + \u62bd\u8c61\u88c5\u9970\u5668(CondimentDecorator) \u2192 \u5177\u4f53\u88c5\u9970\u5668(Milk\/Sugar)<\/p>\n

                          \n

                          \u672c\u671f\u603b\u7ed3: \u672c\u671f\u805a\u71262026\u8003\u7eb2\u65b0\u589e\u8003\u70b9\u2014\u2014AI\u8f85\u52a9\u7f16\u7a0b（LLM\/Copilot\/Prompt\/RAG\u6982\u5ff5\u4e0e\u5e94\u7528）\u3001Python\u7a0b\u5e8f\u8bbe\u8ba1\u8bed\u8a00\u57fa\u7840（\u516d\u5927\u6570\u636e\u7c7b\u578b\u9677\u9631\u3001\u8fd0\u7b97\u7b26\u3001\u63a7\u5236\u6d41）\u3001\u4e91\u8ba1\u7b97\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf（CAP\/BASE\u7406\u8bba\u3001\u5fae\u670d\u52a1API\u7f51\u5173\/\u5bb9\u5668\u5316）\u30012026\u5e745\u6708\u771f\u9898\u6df1\u5ea6\u590d\u76d8（\u667a\u80fd\u5bb6\u5c45\u8bbe\u8ba1\u6a21\u5f0f\u573a\u666f\u5316\u9898\u7ec4\u3001C\u8bed\u8a00\u9759\u6001\u8bed\u4e49\u9519\u8bef\u3001\u5145\u7535\u6869DFD\u6848\u4f8b\u5206\u6790）\u3001\u6570\u636e\u5e93\u8303\u5f0f\u4e0eSQL\u8fdb\u9636\u3001\u8bbe\u8ba1\u6a21\u5f0f20\u79cd\u8bc6\u522b\u79d2\u6740\u8868\u3001\u6570\u636e\u5b89\u5168\u6cd5\u89c4（\u6570\u636e\u5b89\u5168\u6cd5\/\u4e2a\u4fdd\u6cd5）\u3001\u77e5\u8bc6\u4ea7\u6743\u5229\u5668，\u8986\u76d62026\u4e0b\u534a\u5e74\u547d\u9898\u65b0\u98ce\u5411\u5e76\u8f85\u4ee512\u9053\u4e0a\u5348\u771f\u9898\u548c3\u9053\u4e0b\u5348\u6848\u4f8b\u5b9e\u6218\u3002<\/p>\n

                          \u4e0b\u671f\u9884\u544a: \u4e0b\u4e00\u671f\u5c06\u805a\u7126\u8ba1\u7b97\u673a\u7f51\u7edc\u4e0eTCP\/IP\u534f\u8bae\u65cf\u51b2\u523a + \u8f6f\u4ef6\u6d4b\u8bd5\u4e0e\u8d28\u91cf\u4fdd\u8bc1\u4e13\u9898（McCabe\u590d\u6742\u5ea6\/\u767d\u76d2\u9ed1\u76d2） + \u7f16\u8bd1\u539f\u7406\u8bcd\u6cd5\u8bed\u6cd5\u5206\u6790 + \u64cd\u4f5c\u7cfb\u7edf\u8fdb\u7a0b\u8c03\u5ea6\u4e0e\u6b7b\u9501\u7a81\u7834<\/p>\n

                          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n","protected":false},"excerpt":{"rendered":"

                          \u8f6f\u8003\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u9898\u76ee\u603b\u7ed3\u751f\u6210\u65f6\u95f4: 2026\u5e747\u670831\u65e5 07:29 | **
                          \n\u8ddd\u4e0b\u534a\u5e74\u8003\u8bd5: \u7ea685\u5929（10\u670824-27\u65e5）
                          \n\u672c\u671f\u4e3b\u9898: AI\u8f85\u52a9\u7f16\u7a0b\u4e0ePython\u65b0\u589e\u8003\u70b9\u6df1\u5ea6\u7a81\u7834 \u4e91\u8ba1\u7b97\u5fae\u670d\u52a1\u5206\u5e03\u5f0f\u7cfb\u7edf \u8bbe\u8ba1\u6a21\u5f0f\u667a\u80fd\u5316\u573a\u666f\u5b9e\u6218 2026\u4e0a\u534a\u5e74\u771f\u9898\u590d\u76d8\u4e00\u30012026\u4e0b\u534a\u5e74\u8003\u60c5\u4e0e\u547d\u9898\u65b0\u98ce\u5411
                          \n1.1 \u5173\u952e\u8003\u8bd5\u4fe1\u606f\u9879\u76ee\u8be6\u60c5\u8003\u8bd5\u65f6\u95f42026\u5e7410\u670824-27\u65e5（\u673a\u8003）\u5408\u683c\u6807\u51c6\u4e24\u79d1\u5747\u226545\u5206，\u4e00\u6b21\u6027\u901a\u8fc7&#xff<\/p>\n","protected":false},"author":2,"featured_media":87963,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[205],"topic":[],"class_list":["post-87964","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-tcp-ip"],"yoast_head":"\n# \u8f6f\u8003\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u9898\u76ee\u603b\u7ed3 **\u751f\u6210\u65f6\u95f4**: 2026\u5e747\u670831\u65e5 07:29 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/87964.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"# \u8f6f\u8003\u8f6f\u4ef6\u8bbe\u8ba1\u5e08\u9898\u76ee\u603b\u7ed3 **\u751f\u6210\u65f6\u95f4**: 2026\u5e747\u670831\u65e5 07:29 - 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