{"id":104692,"date":"2026-09-13T01:09:10","date_gmt":"2026-09-12T17:09:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/104692.html"},"modified":"2026-09-13T01:09:10","modified_gmt":"2026-09-12T17:09:10","slug":"%e3%80%8a%e5%88%ab%e5%86%8d%e8%ae%a9-ai-%e5%85%a8%e6%96%87-grep-%e4%ba%86%ef%bc%81%e6%88%91%e7%94%a8-23-%e4%b8%aa%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e8%ae%ad%e7%bb%83%e5%87%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/104692.html","title":{"rendered":"\u300a\u522b\u518d\u8ba9 AI \u5168\u6587 grep \u4e86\uff01\u6211\u7528 23 \u4e2a\u5f00\u6e90\u9879\u76ee\u201c\u8bad\u7ec3\u201c\u51fa\u4e00\u5f20 Spring Boot \u4ee3\u7801\u5730\u56fe\uff0cv0.2.0 \u53d1\u5e03\u300b"},"content":{"rendered":"<h4>0. \u5148\u5feb\u901f\u56de\u987e&#xff1a;\u8fd9\u5de5\u5177\u662f\u5e72\u561b\u7684<\/h4>\n<p>ContextGate \u662f\u4e2a MCP \u5de5\u5177&#xff1a;\u79bb\u7ebf\u626b\u63cf\u4f60\u7684 Spring Boot &#043; MyBatis \u9879\u76ee&#xff0c;\u628a\u6846\u67b6\u7684\u9690\u5f0f\u7ea6\u5b9a&#xff08;\u8def\u7531\u6ce8\u89e3\u3001&#064;Autowired\u00a0\u6ce8\u5165\u3001&#064;Transactional\u00a0\u4e8b\u52a1\u8fb9\u754c\u3001Mapper \u2192 SQL \u2192 \u8868\/\u5217 \u2192 \u5b9e\u4f53&#xff09;\u9759\u6001\u89e3\u6790\u6210\u4e00\u5f20\u7ed3\u6784\u5316&#034;\u4ee3\u7801\u5730\u56fe&#034;\u3002AI \u7f16\u7a0b\u5de5\u5177&#xff08;Trae \/ Cursor \/ Claude Code&#xff09;\u6539\u4ee3\u7801\u524d\u67e5\u5730\u56fe&#xff0c;\u800c\u4e0d\u662f\u5168\u6587 grep\u3002<\/p>\n<\/p>\n<p>\u4e0a\u4e00\u7248\u89e3\u51b3\u7684\u662f&#034;\u6709\u6ca1\u6709&#034;&#xff0c;\u8fd9\u4e00\u7248\u89e3\u51b3\u7684\u662f&#034;\u771f\u4e0d\u771f&#034;\u3002<\/p>\n<h4>1. \u7b28\u529e\u6cd5&#xff1a;23 \u4e2a\u9879\u76ee&#xff0c;4 \u8f6e&#xff0c;\u6d41\u7a0b\u5b8c\u5168\u4e00\u6837<\/h4>\n<p>\u6ca1\u6709\u65b0\u529f\u80fd\u8bbe\u8ba1&#xff0c;\u6d41\u7a0b\u7b28\u5230\u53ef\u4ee5\u5199\u6210\u811a\u672c&#xff1a;<\/p>\n<\/p>\n<p>\u8dd1\u5206\u6790\u5668 \u2192 \u76ef\u5f02\u5e38\u4fe1\u53f7&#xff08;\u8ba1\u6570\u4e3a 0\u3001\u7f3a\u5931\u66b4\u6da8\u3001\u5b9e\u4f53\u6570\u79bb\u8c31&#xff09;<br \/>\n        \u2192 \u987a\u85e4\u6478\u74dc\u627e\u6839\u56e0 \u2192 \u4fee \u2192 demo \u5939\u5177 &#043; \u65ad\u8a00\u6c89\u6dc0\u56de\u5f52 <\/p>\n<p>\u9879\u76ee\u540d\u5355\u90fd\u662f Gitee\/GitHub \u4e0a\u7684\u9ad8\u661f\u9879\u76ee&#xff1a;ruoyi-vue-pro\u3001yudao-cloud\u3001JeecgBoot\u3001snowy\u3001dax-pay\u3001pig\u3001litemall\u3001xmall\u3001renren \u7cfb\u5217\u2026\u2026\u5408\u8ba1\u00a022,147 \u4e2a\u6587\u4ef6\u300110,736 \u6761\u8def\u7531\u30011,887 \u4e2a\u5b9e\u4f53\u300110,921 \u4e2a Mapper \u65b9\u6cd5\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u975e\u8981\u771f\u5b9e\u9879\u76ee&#xff1f;\u56e0\u4e3a\u4e00\u4e2a\u9879\u76ee\u53ea\u80fd\u8986\u76d6\u4e00\u4e2a\u9879\u76ee\u7684\u5199\u6cd5\u3002\u6211\u95ed\u95e8\u5199\u89c4\u5219\u65f6\u81ea\u4ee5\u4e3a\u60f3\u5f97\u5f88\u5168&#xff0c;\u7ed3\u679c\u7b2c\u4e00\u4e2a\u9879\u76ee\u5c31\u6559\u6211\u505a\u4eba\u3002<\/p>\n<h4>2. \u7b2c\u4e00\u8f6e&#xff1a;2058 \u4e2a&#034;\u5047 Mapper&#034;\u548c 500 \u5904\u9690\u5f62\u67e5\u8be2<\/h4>\n<p>ruoyi-vue-pro \u4e00\u8dd1&#xff0c;\u62a5\u544a&#034;2058 \u4e2a Mapper \u65b9\u6cd5\u6ca1\u6709 SQL&#034;\u3002\u6211\u5fc3\u60f3\u8fd9\u9879\u76ee SQL \u5f97\u70c2\u6210\u4ec0\u4e48\u6837&#xff1f;\u70b9\u8fdb\u53bb\u4e00\u770b\u2014\u2014\u5168\u662f MapStruct \u7684\u00a0*Convert\u00a0\u8f6c\u6362\u5668\u63a5\u53e3\u3002<\/p>\n<p>org.mapstruct.Mapper\u00a0\u548c\u00a0org.apache.ibatis.annotations.Mapper&#xff0c;\u6ce8\u89e3\u540c\u540d\u3001\u5305\u4e0d\u540c\u3001\u4e16\u754c\u5b8c\u5168\u4e0d\u540c\u3002\u00a0\u4fee\u6cd5&#xff1a;\u6309 import \u5f52\u5c5e\u533a\u5206&#xff0c;extends BaseMapper\u00a0\u7684\u7167\u65e7\u6309 MyBatis \u5904\u7406&#xff08;\u8f6c\u6362\u5668\u4e0d\u4f1a\u7ee7\u627f BaseMapper&#xff0c;\u8fd9\u662f\u6700\u7a33\u7684\u5224\u522b\u5f0f&#xff09;\u3002<\/p>\n<p>\u540c\u4e00\u4e2a\u9879\u76ee\u8fd8\u6559\u4e86\u4e24\u4ef6\u4e8b&#xff1a;<\/p>\n<ul>\n<li>\u4ed6\u4eec\u5168\u7528\u81ea\u7814\u7684\u00a0LambdaQueryWrapperX&#xff08;X \u540e\u7f00\u6269\u5c55\u7c7b&#xff09;&#xff0c;\u6211\u7684\u89c4\u5219\u8868\u91cc\u6ca1\u6709\u8fd9\u4e2a\u7c7b\u540d&#xff0c;\u7b49\u4e8e\u5bf9\u6574\u4e2a yudao \u7cfb\u81f4\u76f2&#xff1b;<\/li>\n<li>Mapper default \u65b9\u6cd5\u91cc\u5927\u91cf\u00a0selectOne(Entity::getField, value)\u00a0\u8fd9\u79cd\u5b57\u6bb5\u503c\u4fbf\u6377\u8c03\u7528&#xff08;BaseMapperPlus \u98ce\u683c&#xff09;&#xff0c;\u5168\u4ed3\u5e93 500&#043; \u5904&#xff0c;\u4e00\u4e2a WHERE \u90fd\u6ca1\u5408\u6210\u51fa\u6765\u3002<\/li>\n<\/ul>\n<p>\u4fee\u5b8c\u7b2c\u4e00\u8f6e&#xff1a;ruoyi-vue-pro \u5185\u5d4c SQL \u8bc6\u522b\u00a0178 \u2192 1631 \u6761&#xff0c;\u65e0 SQL \u65b9\u6cd5\u8986\u76d6\u7387\u5230 85%\u3002<\/p>\n<p>Java<\/p>\n<\/p>\n<p>\/\/ \u8fd9\u79cd\u5199\u6cd5\u5728 yudao \u7cfb\u91cc\u6709 500&#043; \u5904&#xff0c;\u65e7\u7248\u5b8c\u5168\u770b\u4e0d\u89c1<br \/>\ndefault Order selectByOrderNo(String orderNo) {<br \/>\n    return selectOne(Order::getOrderNo, orderNo);  \/\/ \u5e94\u5408\u6210 WHERE order_no &#061; ?<br \/>\n} <\/p>\n<h4>3. \u7b2c\u4e8c\u8f6e&#xff1a;\u6574\u5c42 Service \u5bf9 AI&#034;\u9690\u8eab&#034;\u4e86<\/h4>\n<p>snowy&#xff08;845 \u6587\u4ef6&#xff09;\u8dd1\u51fa\u6765&#xff0c;\u9006\u5411\u7d22\u5f15\u53ea\u6709\u00a04\u00a0\u6761\u2014\u2014\u610f\u5473\u7740 200 \u4e2a Mapper \u65b9\u6cd5\u91cc&#xff0c;AI \u51e0\u4e4e\u67e5\u4e0d\u5230&#034;\u8c01\u8c03\u4e86\u6211&#034;\u3002<\/p>\n<p>\u6839\u56e0&#xff1a;snowy \u7684 Service \u5c42\u6e05\u4e00\u8272\u8fd9\u4e48\u5199&#xff1a;<\/p>\n<p>Java<\/p>\n<\/p>\n<p>&#064;Service<br \/>\npublic class SysUserServiceImpl<br \/>\n        extends ServiceImpl&lt;SysUserMapper, SysUser&gt;   \/\/ \u7ee7\u627f MP \u7684 ServiceImpl<br \/>\n        implements SysUserService {<br \/>\n    \/\/ \u6574\u4e2a\u7c7b\u4e0d\u6ce8\u5165\u4efb\u4f55 mapper \u5b57\u6bb5&#xff01;<br \/>\n    public PageResult&lt;SysUser&gt; page(&#8230;) {<br \/>\n        return this.page(query.build());   \/\/ \u67e5\u8be2\u8d70 this.list()\/getById()\/remove()<br \/>\n    }<br \/>\n} <\/p>\n<p>this.list()\u00a0\u662f\u4ece\u00a0ServiceImpl&lt;M, T&gt;\u00a0\u7ee7\u627f\u6765\u7684\u65b9\u6cd5&#xff0c;\u7c7b\u91cc\u6ca1\u6709 import\u3001\u6ca1\u6709\u5b57\u6bb5\u3001\u6ca1\u6709\u663e\u5f0f\u8c03\u7528\u70b9\u2014\u2014\u901a\u7528\u4ee3\u7801\u7d22\u5f15\u5728\u7b26\u53f7\u5c42\u6839\u672c\u770b\u4e0d\u5230\u8fd9\u6761\u8fb9\u3002\u4f46\u5b83\u7684\u8bed\u4e49\u662f\u786e\u5b9a\u7684&#xff1a;\u6cdb\u578b M \u5c31\u662f\u00a0SysUserMapper&#xff0c;this.list()\u00a0\u5c31\u662f\u8c03\u5b83\u7684\u00a0selectList\u3002<\/p>\n<p>\u4fee\u6cd5&#xff1a;17 \u4e2a ServiceImpl \u7ee7\u627f\u65b9\u6cd5\u6620\u5c04\u5230\u6cdb\u578b M \u7684 baseMapper\u3002dax-pay \u66f4\u8fdb\u4e00\u6b65&#xff0c;\u81ea\u7814\u4e86\u540c\u6784\u7684\u00a0BaseManager&lt;M, T&gt;\u00a0&#043;\u00a0this.findByField(Entity::getField, value)&#xff0c;\u89c4\u5219\u540c\u6b65\u6cdb\u5316\u3002<\/p>\n<p>\u7ed3\u679c&#xff1a;<\/p>\n<table>\n<tr>\u9879\u76ee\u6307\u6807\u4fee\u524d\u4fee\u540e<\/tr>\n<tbody>\n<tr>\n<td>snowy<\/td>\n<td>\u9006\u5411\u7d22\u5f15<\/td>\n<td>4<\/td>\n<td>200<\/td>\n<\/tr>\n<tr>\n<td>snowy<\/td>\n<td>\u4e8b\u52a1\u95ed\u5305<\/td>\n<td>339<\/td>\n<td>480<\/td>\n<\/tr>\n<tr>\n<td>dax-pay<\/td>\n<td>\u5185\u5d4c SQL<\/td>\n<td>2<\/td>\n<td>52<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u987a\u5e26\u4e00\u4e2a&#034;\u53cd\u4f8b&#034;&#xff1a;favorites-web \u8dd1\u51fa\u6765\u9006\u5411\u7d22\u5f15\u662f 0&#xff0c;\u6211\u67e5\u4e86\u534a\u5929\u2014\u2014\u4eba\u5bb6\u662f\u00a0JPA \u9879\u76ee&#xff0c;\u6839\u672c\u6ca1\u6709 MyBatis\u3002\u5de5\u5177\u4e0d\u88c5\u61c2&#xff0c;\u8fd9\u4e2a 0 \u662f\u6b63\u786e\u7b54\u6848\u3002\u5b81\u53ef\u62a5 0&#xff0c;\u4e0d\u53ef\u7f16\u6570\u3002<\/p>\n<h4>4. \u6700\u786c\u7684\u9aa8\u5934&#xff1a;\u6761\u4ef6\u4f1a&#034;\u6d41\u52a8&#034;<\/h4>\n<p>\u4e09\u8f6e\u7ec3\u5b8c&#xff0c;\u8bda\u5b9e\u6e05\u5355\u91cc\u5269\u7684\u662f\u540c\u4e00\u6761\u786c\u9aa8\u5934&#xff1a;\u4e00\u6761\u67e5\u8be2\u7684 WHERE \u6761\u4ef6&#xff0c;\u5f80\u5f80\u4e0d\u662f\u5728\u6267\u884c\u67e5\u8be2\u7684\u90a3\u6761\u8bed\u53e5\u91cc\u62fc\u51fa\u6765\u7684\u3002<\/p>\n<p>Java<\/p>\n<\/p>\n<p>\/\/ \u6761\u4ef6\u5728\u8c03\u7528\u65b9\u624b\u91cc\u62fc&#xff0c;\u6d88\u8d39\u5728\u53e6\u4e00\u4e2a\u7c7b\u7684\u65b9\u6cd5\u91cc\u2014\u2014\u65e7\u7248\u53ea\u80fd\u770b\u5230\u534a\u622a<br \/>\nLambdaQueryWrapper&lt;Order&gt; w &#061; new LambdaQueryWrapper&lt;&gt;();<br \/>\nw.eq(Order::getStatus, status);          \/\/ \u5b9a\u4e49\u70b9&#xff1a;Controller\/Service<br \/>\norderQuerySupport.fillUserScope(w, uid); \/\/ \u7eed\u94fe\u70b9&#xff1a;helper \u65b9\u6cd5&#xff08;\u8fd8\u53ef\u80fd\u5728\u522b\u7684\u7c7b&#xff09;<br \/>\nreturn orderMapper.selectList(w);        \/\/ \u6d88\u8d39\u70b9&#xff1a;Mapper <\/p>\n<p>\u771f\u5b9e\u9879\u76ee\u7684\u59ff\u52bf\u6bd4\u8fd9\u8fd8\u82b1&#xff1a;Wrapper \u62c6\u6210\u597d\u51e0\u4e2a\u53d8\u91cf\u8de8\u8bed\u53e5\u7eed\u94fe\u3001w2 &#061; w\u00a0\u62f7\u8d1d\u522b\u540d\u5171\u4eab\u5e95\u5c42\u94fe\u3001helper \u5957 helper\u3001Wrapper \u5f53\u65b9\u6cd5\u53c2\u6570\u4f20\u8fdb Mapper \u7684\u00a0selectDeptList(wrapper)\u3001\u7528\u7684\u8fd8\u662f MP \u57fa\u7c7b\u00a0Wrapper&lt;T&gt;\u00a0\u800c\u4e0d\u662f\u56db\u4e2a\u5177\u4f53\u5b50\u7c7b\u2026\u2026<\/p>\n<p>v0.2.0 \u7684\u505a\u6cd5\u662f\u7ed9\u5206\u6790\u5668\u52a0\u4e86\u4e00\u5957\u8de8\u65b9\u6cd5\/\u8de8\u7c7b\u7684\u6570\u636e\u6d41&#xff1a;def-use \u94fe &#043; \u53c2\u6570\u4f20\u64ad &#043; \u4e0d\u52a8\u70b9\u6536\u655b\u2014\u2014\u8c03\u7528\u65b9\u62fc\u7684\u6761\u4ef6&#034;\u64ad\u79cd&#034;\u7ed9\u5e26 Wrapper \u53c2\u6570\u7684\u76ee\u6807\u65b9\u6cd5&#xff0c;\u8fed\u4ee3\u5230\u6ca1\u6709\u65b0\u6761\u4ef6\u957f\u51fa\u6765\u4e3a\u6b62\u3002debug \u65f6\u4e00\u4e2a\u5751\u5361\u4e86\u534a\u5929&#xff1a;orderQuerySupport.buildBase(&#8230;)\u00a0\u91cc\u7684\u00a0orderQuerySupport\u00a0\u662f\u5b57\u6bb5\u540d\u4e0d\u662f\u7c7b\u540d&#xff0c;\u76f4\u63a5\u67e5\u6ce8\u518c\u8868\u6c38\u8fdc\u67e5\u4e0d\u5230&#xff0c;\u5f97\u5148\u6309\u5b57\u6bb5\u7c7b\u578b\u89e3\u6790\u6210\u00a0OrderQuerySupport#buildBase\u3002<\/p>\n<p>RuoYi-Vue-Plus \u5927\u91cf\u65b9\u6cd5\u7b7e\u540d\u7528\u7684\u662f\u57fa\u7c7b\u00a0Wrapper&lt;T&gt;&#xff0c;\u8865\u4e0a\u57fa\u7c7b\u8bc6\u522b\u540e&#xff0c;\u771f\u7f3a\u5931\u00a071 \u2192 22\u3002<\/p>\n<h4>5. \u90a3\u4e2a&#034;\u9a97\u4e86\u4f60&#034;\u7684 bug&#xff1a;123 \u2192 28 \u2192 123<\/h4>\n<p>\u8fd9\u662f\u6574\u4e2a v0.2.0 \u6211\u6700\u60f3\u8bb2\u7684\u4e8b\u6545\u3002<\/p>\n<p>MyBatis Generator \u7684\u00a0Example\u00a0\u52a8\u6001\u6761\u4ef6&#xff0c;litemall \u91cc\u6709 123 \u5904\u3002\u65e7\u7248\u6309\u65b9\u6cd5\u8c03\u7528\u987a\u5e8f\u5e73\u94fa\u6761\u4ef6&#xff0c;createCriteria()\u00a0\u548c\u00a0or()\u00a0\u4e00\u4e2a\u5f85\u9047\u3002\u8dd1\u901a\u4e86&#xff0c;\u6570\u5b57\u4e5f\u51fa\u6765\u4e86&#xff0c;\u770b\u8d77\u6765\u4e00\u5207\u6b63\u5e38\u3002<\/p>\n<p>\u4f46 SQL \u91cc\u00a0AND \u4f18\u5148\u7ea7\u9ad8\u4e8e OR\u3002\u5e73\u94fa\u51fa\u6765\u7684 WHERE&#xff0c;\u6c42\u503c\u8bed\u4e49\u662f\u9519\u7684\u3002<\/p>\n<p>Java<\/p>\n<\/p>\n<p>\/\/ litemall \u7684\u771f\u5b9e\u98ce\u683c&#xff1a;example.or() \u76f4\u63a5\u5f00\u533f\u540d OR \u7ec4<br \/>\nexample.or().andUserIdEqualTo(uid).andDeletedEqualTo(false);<br \/>\nexample.createCriteria().andGoodsIdEqualTo(gid);<br \/>\n\/\/ \u6b63\u786e\u8bed\u4e49&#xff1a;(user_id&#061;? AND deleted&#061;0) OR (goods_id&#061;?)<br \/>\n\/\/ \u5e73\u94fa\u7ed3\u679c&#xff1a;user_id&#061;? AND deleted&#061;0 AND goods_id&#061;?  \u2190 \u903b\u8f91\u5b8c\u5168\u53d8\u4e86&#xff01; <\/p>\n<p>\u91cd\u6784\u5206\u7ec4\u8bed\u4e49\u540e\u8dd1\u56de\u5f52&#xff0c;litemall \u7684 Example \u4ece 123 \u6389\u5230\u00a028\u2014\u2014\u6211\u7b2c\u4e00\u53cd\u5e94\u662f\u65b0\u903b\u8f91\u6709 bug&#xff0c;\u67e5\u4e86\u4e00\u665a\u4e0a\u53d1\u73b0&#xff1a;\u5b83\u5927\u91cf\u7528\u00a0example.or().andXxx()\u00a0\u8fd9\u79cd\u533f\u540d\u7ec4\u5199\u6cd5&#xff0c;\u6211\u53ea\u63a5\u4e86&#034;\u5148\u6709 criteria \u53d8\u91cf\u518d or&#034;\u7684\u5f62\u5f0f\u3002\u8865\u4e0a\u533f\u540d\u7ec4&#xff0c;123 \u6761\u5168\u90e8\u56de\u6765\u3002<\/p>\n<p>\u8fd9\u6b21\u6559\u8bad\u6211\u5199\u8fdb\u4e86\u4ed3\u5e93\u6ce8\u91ca&#xff1a;&#034;\u770b\u8d77\u6765\u80fd\u89e3\u6790\u3001\u5176\u5b9e\u5728\u9a97\u4eba&#034;\u7684\u7ed3\u679c&#xff0c;\u6bd4\u6f0f\u62a5\u66f4\u5371\u9669\u3002\u00a0\u6f0f\u62a5\u7528\u6237\u4f1a\u81ea\u5df1 grep \u8865\u4e0a&#xff1b;\u9519\u7684\u7ed3\u679c\u4f1a\u8ba9 AI \u62ff\u7740\u5047\u4e8b\u5b9e\u7406\u76f4\u6c14\u58ee\u5730\u6539\u9519\u4ee3\u7801\u3002<\/p>\n<h4>6. 23 \u4e2a\u9879\u76ee\u7684\u603b\u8d26<\/h4>\n<p>\u5168\u90e8\u7528\u6700\u65b0\u5206\u6790\u5668\u91cd\u8dd1\u3001\u7edf\u4e00\u53e3\u5f84&#xff08;mall\/vhr \u4e5f\u590d\u6d4b\u4e86&#xff0c;\u96f6\u56de\u5f52&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u9879\u76ee\u6587\u4ef6\u8def\u7531\u5b9e\u4f53Mapper \u65b9\u6cd5\u6709 SQL\u5185\u5d4c SQL<\/tr>\n<tbody>\n<tr>\n<td>ruoyi-vue-pro<\/td>\n<td>6,355<\/td>\n<td>3,009<\/td>\n<td>540<\/td>\n<td>3,673<\/td>\n<td>2,135<\/td>\n<td>1,631<\/td>\n<\/tr>\n<tr>\n<td>yudao-cloud<\/td>\n<td>6,852<\/td>\n<td>2,999<\/td>\n<td>538<\/td>\n<td>3,660<\/td>\n<td>2,123<\/td>\n<td>1,628<\/td>\n<\/tr>\n<tr>\n<td>dax-pay<\/td>\n<td>2,946<\/td>\n<td>1,315<\/td>\n<td>173<\/td>\n<td>31<\/td>\n<td>29<\/td>\n<td>52<\/td>\n<\/tr>\n<tr>\n<td>JeecgBoot<\/td>\n<td>984<\/td>\n<td>968<\/td>\n<td>98<\/td>\n<td>468<\/td>\n<td>467<\/td>\n<td>262<\/td>\n<\/tr>\n<tr>\n<td>snowy<\/td>\n<td>845<\/td>\n<td>431<\/td>\n<td>47<\/td>\n<td>200<\/td>\n<td>197<\/td>\n<td>344<\/td>\n<\/tr>\n<tr>\n<td>\u5176\u4f59 18 \u4e2a<\/td>\n<td>4,165<\/td>\n<td>2,014<\/td>\n<td>491<\/td>\n<td>2,889<\/td>\n<td>2,822<\/td>\n<td>358<\/td>\n<\/tr>\n<tr>\n<td>\u5408\u8ba1<\/td>\n<td>22,147<\/td>\n<td>10,736<\/td>\n<td>1,887<\/td>\n<td>10,921<\/td>\n<td>7,773<\/td>\n<td>4,275<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5185\u5d4c 4,275 \u6761 &#061; Wrapper \u94fe 4,004 &#043; MBG Example 271\u2014\u2014\u8fd9\u4e9b SQL\u00a0\u5728\u6ce8\u89e3\u548c XML \u91cc\u6839\u672c\u4e0d\u5b58\u5728&#xff0c;\u662f Java \u4ee3\u7801\u91cc&#034;\u957f&#034;\u51fa\u6765\u7684&#xff0c;grep \u6c38\u8fdc\u641c\u4e0d\u5230\u3002<\/p>\n<p>\u7b2c\u56db\u8f6e 5 \u4e2a\u9879\u76ee&#xff08;pig \/ yudao-cloud \/ OneBlog \/ renren-security \/ newbee-mall-cloud&#xff09;\u662f\u7eaf\u9a8c\u8bc1\u8f6e&#xff1a;\u96f6\u65b0\u589e\u7f3a\u9677\u3002\u56de\u5f52\u5939\u5177 25 \u4e2a Java \u6587\u4ef6 \/ 29 \u6761\u8def\u7531 \/\u00a075 \u9879\u65ad\u8a00&#xff0c;clone \u4e0b\u6765\u4e00\u6761\u547d\u4ee4\u5168\u590d\u73b0\u3002<\/p>\n<h4>7. v0.2.0 \u6b63\u5f0f\u53d1\u5e03&#xff0c;5 \u5206\u949f\u4e0a\u624b<\/h4>\n<p>Release \u5730\u5740&#xff1a;https:\/\/github.com\/23512478\/ContextGate\/releases\/tag\/v0.2.0<\/p>\n<p>Bash<\/p>\n<p>\u8fd0\u884c<\/p>\n<p>pip install &#034;mcp&lt;2&#034;<br \/>\ngit clone https:\/\/github.com\/23512478\/ContextGate<br \/>\ncd ContextGate<br \/>\npython mcp-server\/test_mcp.py   # \u96f6\u914d\u7f6e&#xff0c;\u81ea\u52a8\u5206\u6790\u5185\u7f6e demo&#xff0c;75 \u9879\u65ad\u8a00 <\/p>\n<p>\u63a5\u4f60\u81ea\u5df1\u7684\u9879\u76ee\u5c31\u4e24\u6b65&#xff1a;\u5206\u6790\u5668\u626b\u4e00\u904d&#xff0c;MCP \u914d\u7f6e\u91cc\u6307\u5411\u5730\u56fe&#xff08;Trae \u653e\u00a0.trae\/mcp.json&#xff0c;Cursor \u5199\u5168\u5c40\u914d\u7f6e&#xff0c;Claude Code \u4e00\u6761\u00a0claude mcp add&#xff09;\u3002\u7136\u540e\u76f4\u63a5\u8ddf AI \u8bf4\u4eba\u8bdd&#xff1a;<\/p>\n<ul>\n<li>&#034;\u8ffd\u8e2a\u00a0GET \/api\/v1\/orders\/my\u00a0\u7684\u5b8c\u6574\u8c03\u7528\u94fe&#034;<\/li>\n<li>&#034;wallet_balance\u00a0\u88ab\u54ea\u4e9b SQL \u89e6\u78b0&#xff1f;\u6539\u8fd9\u4e2a\u5b57\u6bb5\u5f71\u54cd\u54ea\u4e9b\u63a5\u53e3&#xff1f;&#034;<\/li>\n<li>&#034;\u6539 User \u5b9e\u4f53\u4f1a\u5f71\u54cd\u4ec0\u4e48&#xff1f;&#034;<\/li>\n<\/ul>\n<h4>8. \u8bda\u5b9e\u6e05\u5355<\/h4>\n<ul>\n<li>\u591a\u8df3\u4f20\u64ad\u94fe&#xff1a;\u6761\u4ef6\u4f20 A\u3001A \u518d\u4f20 B&#xff0c;\u8d85\u8fc7\u4e00\u8df3\u4e0d\u8ffd&#xff08;\u4e00\u8df3\u662f\u771f\u5b9e\u9879\u76ee\u7684\u4e3b\u6d41\u5f62\u6001&#xff09;<\/li>\n<li>\u8fd0\u884c\u671f\u62fc\u53c2&#xff08;&#034;&#8230;&#034; &#043; variable&#xff09;\u9759\u6001\u62ff\u4e0d\u5230&#xff0c;\u786c\u89e3\u5fc5\u7136\u8bef\u62a5<\/li>\n<li>.select()\u00a0\u5b50\u67e5\u8be2\u5217\u88c1\u526a\u6392\u961f\u4e2d<\/li>\n<li>\u6b63\u5219\u7ea7\u89e3\u6790&#xff0c;\u5185\u90e8\u7c7b \/ Lombok \u751f\u6210\u65b9\u6cd5\u53ef\u80fd\u6f0f<\/li>\n<\/ul>\n<h4>9. \u4f60\u7684\u9879\u76ee\u5c31\u662f\u6700\u597d\u7684\u6d4b\u8bd5\u7528\u4f8b<\/h4>\n<p>\u8bf4\u53e5\u5b9e\u8bdd&#xff1a;23 \u4e2a\u9879\u76ee\u5582\u51fa\u6765\u7684\u89c4\u5219&#xff0c;\u7b2c 24 \u4e2a\u9879\u76ee\u5927\u6982\u7387\u8fd8\u4f1a\u649e\u4e0a\u65b0\u7684\u62fc\u88c5\u59ff\u52bf\u3002\u8fd9\u6070\u6070\u662f\u5f00\u6e90\u6700\u9700\u8981\u4f60\u7684\u5730\u65b9\u2014\u2014\u7b49 100 \u4e2a\u30011000 \u4e2a\u9879\u76ee\u5582\u8fdb\u53bb&#xff0c;\u5b83\u4e00\u5b9a\u80fd\u6210\u4e3a\u6bcf\u4e2a\u8fd8\u5199 Spring Boot &#043; MyBatis \u7684\u4eba\u7684\u5fc5\u5907\u5de5\u5177\u3002<\/p>\n<p>\u4e09\u6863\u53c2\u4e0e\u65b9\u5f0f&#xff1a;<\/p>\n<li>\u8dd1\u4e00\u628a\u62a5\u6f0f\u62a5&#xff08;\u6700\u6709\u4ef7\u503c&#xff0c;5 \u5206\u949f&#xff09;&#xff1a;python analyzer\/framework_map.py &lt;\u4f60\u7684\u9879\u76ee&gt;&#xff0c;\u5bf9\u7167\u751f\u6210\u7684\u00a0framework_map.md\u00a0\u627e&#034;\u660e\u660e\u7528\u4e86\u5374\u6ca1\u8bc6\u522b&#034;\u7684\u5730\u65b9&#xff0c;\u63d0 issue \u9644\u5c0f\u6bb5\u6e90\u7801\u5373\u53ef<\/li>\n<li>\u8865\u89e3\u6790\u89c4\u5219&#xff1a;CONTRIBUTING.md\u00a0\u6709\u5b8c\u6574\u6d41\u7a0b\u2014\u2014demo \u5939\u5177 &#043; \u65ad\u8a00 &#043; \u5168\u7eff<\/li>\n<li>\u9002\u914d\u65b0\u5de5\u5177\/\u8bed\u8a00&#xff1a;MCP \u662f\u6807\u51c6\u534f\u8bae&#xff0c;\u63a5 Claude Code \/ Cline \u96f6\u6210\u672c<\/li>\n<p>\u9879\u76ee\u5730\u5740&#xff1a;https:\/\/github.com\/23512478\/ContextGate\u00a0\u2b50<\/p>\n<p>\u5982\u679c\u4f60\u4e5f\u5929\u5929\u7528 AI \u5199 Spring Boot&#xff0c;\u53d7\u591f\u4e86\u5b83 grep \u534a\u5929\u8fd8\u6f0f\u94fe\u8def\u2014\u2014\u6b22\u8fce\u4f7f\u7528\u3002\u62a5\u6f0f\u62a5\u5c31\u662f\u6700\u5927\u7684\u8d21\u732e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>0. \u5148\u5feb\u901f\u56de\u987e&#xff1a;\u8fd9\u5de5\u5177\u662f\u5e72\u561b\u7684<br \/>\nContextGate \u662f\u4e2a MCP \u5de5\u5177&#xff1a;\u79bb\u7ebf\u626b\u63cf\u4f60\u7684 Spring Boot  MyBatis \u9879\u76ee&#xff0c;\u628a\u6846\u67b6\u7684\u9690\u5f0f\u7ea6\u5b9a&#xff08;\u8def\u7531\u6ce8\u89e3\u3001Autowired\u00a0\u6ce8\u5165\u3001Transactional\u00a0\u4e8b\u52a1\u8fb9\u754c\u3001Mapper \u2192 SQL \u2192 \u8868\/\u5217 \u2192 \u5b9e\u4f53&#xff09;\u9759\u6001\u89e3\u6790\u6210\u4e00\u5f20\u7ed3\u6784\u5316\\&#8221;\u4ee3\u7801\u5730\u56fe\\&#8221;\u3002AI \u7f16\u7a0b\u5de5\u5177&#xff08;Trae \/ Cursor \/ Claude Code&amp;#xff<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[92,99,81,101,98],"topic":[],"class_list":["post-104692","post","type-post","status-publish","format-standard","hentry","category-server","tag-github","tag-java","tag-python","tag-spring","tag-spring-boot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u300a\u522b\u518d\u8ba9 AI \u5168\u6587 grep \u4e86\uff01\u6211\u7528 23 \u4e2a\u5f00\u6e90\u9879\u76ee\u201c\u8bad\u7ec3\u201c\u51fa\u4e00\u5f20 Spring Boot \u4ee3\u7801\u5730\u56fe\uff0cv0.2.0 \u53d1\u5e03\u300b - 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