{"id":87,"date":"2026-08-13T20:59:02","date_gmt":"2026-08-13T12:59:02","guid":{"rendered":"https:\/\/www.deartester.com\/index.php\/2026\/08\/13\/%e6%b1%bd%e8%bd%a6%e5%ba%a7%e8%88%b1%e5%a4%a7%e5%b1%8fui%e8%87%aa%e5%8a%a8%e5%8c%96%ef%bc%9a%e7%94%a8cursor%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%ae%a9%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%8710%e5%80%8d\/"},"modified":"2026-09-03T23:17:16","modified_gmt":"2026-09-03T15:17:16","slug":"%e6%b1%bd%e8%bd%a6%e5%ba%a7%e8%88%b1%e5%a4%a7%e5%b1%8fui%e8%87%aa%e5%8a%a8%e5%8c%96%ef%bc%9a%e7%94%a8cursor%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%ae%a9%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%8710%e5%80%8d","status":"publish","type":"post","link":"https:\/\/www.deartester.com\/index.php\/2026\/08\/13\/%e6%b1%bd%e8%bd%a6%e5%ba%a7%e8%88%b1%e5%a4%a7%e5%b1%8fui%e8%87%aa%e5%8a%a8%e5%8c%96%ef%bc%9a%e7%94%a8cursor%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%ae%a9%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%8710%e5%80%8d\/","title":{"rendered":"\u6c7d\u8f66\u5ea7\u8231\u5927\u5c4fUI\u81ea\u52a8\u5316\uff1a\u7528Cursor+\u5927\u6a21\u578b\u8ba9\u6548\u7387\u63d0\u534710\u500d"},"content":{"rendered":"

\u667a\u80fd\u5ea7\u8231\u9879\u76ee<\/span>\uff0c\u8f66\u673a\u5927\u5c4f\u52a0\u4eea\u8868\u52a0\u526f\u9a7e\u5c4f\uff0c\u7248\u672c\u8fed\u4ee3\u5feb\u5f97\u50cf\u5750\u706b\u7bad\u3002\u6bcf\u4e24\u5468\u4e00\u4e2a\u7248\u672c\uff0c\u53d1\u7248\u524d\u5fc5\u505a\u5168\u91cf\u56de\u5f52<\/span><\/span><\/p>\n

\u90a3\u65f6\u5019\u6211\u7ec4\u4e09\u4e2a\u4eba\uff0c\u624b\u5de5\u70b9\u4e00\u904d\u6240\u6709\u4e3b\u6d41\u7a0b\uff0c\u6700\u5c11\u4e09\u5929\u3002\u70b9\u5b8c\u624b\u90fd\u9ebb\u4e86\uff0c\u7ed3\u679c\u8fd8\u6f0f\u4e86\u51e0\u4e2a\u51b7\u95e8\u8def\u5f84<\/span><\/span><\/p>\n

\u6211\u4e00\u5ea6\u4ee5\u4e3a\uff0c\u81ea\u52a8\u5316\u80fd\u6551\u6211\u4eec\u3002\u53ef\u771f\u505a\u8d77\u6765\u624d\u53d1\u73b0\uff0c\u5ea7\u8231\u7684UI\u81ea\u52a8\u5316\u6bd4\u624b\u673aApp\u96be\u51fa\u4e00\u4e2a\u91cf\u7ea7<\/span><\/span><\/p>\n

\u5143\u7d20ID\u4e24\u5468\u4e00\u53d8\uff0cCAN\u4fe1\u53f7\u65f6\u5e8f\u5361\u5f97\u6b7b\u6b7b\u7684\uff0c\u591a\u5c4f\u6765\u56de\u5207\u3002\u4f20\u7edf\u811a\u672c\u5199\u8d77\u6765\u8d39\u52b2\uff0c\u7ef4\u62a4\u8d77\u6765\u66f4\u8d39\u52b2\u2014\u2014\u5f80\u5f80\u6539\u5b9a\u4f4d\u5668\u7684\u65f6\u95f4\uff0c\u6bd4\u624b\u5de5\u70b9\u8fd8\u8981\u4e45<\/span><\/span><\/p>\n

\u76f4\u5230\u6211\u628a Cursor \u548c\u5927\u6a21\u578b\u585e\u8fdb\u5de5\u4f5c\u6d41\uff0c\u8ba9 AI \u6765\u5199\u3001\u6765\u4fee\u3001\u6765\u5206\u6790\u811a\u672c\u3002\u4e8b\u60c5\u624d\u771f\u6b63\u62d0\u4e86\u4e2a\u5f2f<\/span><\/span><\/p>\n

\n

\u4e00\u3001\u4f20\u7edf\u667a\u80fd\u5ea7\u8231UI\u81ea\u52a8\u5316\u7684\u74f6\u9888<\/span><\/span><\/h2>\n

\u4e3a\u4ec0\u4e48\u8bf4\u667a\u80fd\u5ea7\u8231\u81ea\u52a8\u5316\u96be\uff1f<\/span><\/span><\/p>\n\n\n\n
\n

\u81ea\u52a8\u5316\u8981”\u70b9<\/span>“\u6309\u94ae\uff0c\u5f97\u5148”\u627e\u5230<\/span>“\u6309\u94ae\u3002\u5728\u7a0b\u5e8f\u4e16\u754c\u91cc\uff0c\u754c\u9762\u4e0a\u6bcf\u4e2a\u5143\u7d20\u2014\u2014\u6309\u94ae\u3001\u6587\u672c\u6846\u3001\u56fe\u6807\u2014\u2014\u5728\u4ee3\u7801\u91cc\u90fd\u6709\u4e00\u4e2a\u4e13\u5c5e\u7684\u8eab\u4efd\u6807\u8bc6\uff0c\u53eb <\/span>resource-id<\/span><\/code>\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u5143\u7d20\u7684”\u8eab\u4efd\u8bc1\u53f7”\u3002\u811a\u672c\u5c31\u9760\u8fd9\u4e2a\u53f7\u7801\u53bb\u5b9a\u4f4d\uff1a”\u6211\u8981\u70b9\u90a3\u4e2a<\/span>com.xxx.ac.btn_temp<\/span><\/code> \u7684\u6309\u94ae”\u3002\u53f7\u5bf9\u4e86\u5c31\u4e2d\uff1b\u53f7\u53d8\u4e86\uff0c\u811a\u672c\u5c31\u62a5\u9519\u4e86<\/span><\/p>\n

\u9ebb\u70e6\u5c31\u9ebb\u70e6\u5728\uff0c\u8f66\u673a\u7cfb\u7edf App \u7684 <\/span>resource-id<\/span><\/code> \u7279\u522b\u7231\u53d8\u3002\u624b\u673a App \u4e00\u822c\u6bd4\u8f83\u7a33\u5b9a\uff0c\u4f46\u8f66\u673a\u662f\u5927\u5382\u6df1\u5ea6\u5b9a\u5236\u7684\uff0c\u7248\u672c\u4e00\u5347\u7ea7\uff0c\u6574\u5957\u9875\u9762\u53ef\u80fd\u91cd\u6784\u3002\u4e0a\u4e00\u7248\u53eb A\uff0c\u4e0b\u4e00\u7248\u53eb B\uff0c\u811a\u672c\u91cc\u8bb0\u7684\u8fd8\u662f A\uff0c\u8dd1\u53bb\u4e00\u70b9\u2014\u2014”\u67e5\u65e0\u6b64\u53f7”<\/span>\uff0c\u76f4\u63a5\u62a5\u9519<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n
\n

\u95ee\u7b54<\/span><\/b>
<\/span><\/p>\n

\u95ee\uff1a<\/span>\u90a3\u80fd\u4e0d\u80fd\u4e0d\u7528<\/span>\u201c<\/span><\/span>\u8eab\u4efd\u8bc1\u53f7<\/span><\/span>\u201d<\/span>\uff0c\u6539\u7528\u6309\u94ae\u4e0a\u7684\u6587\u5b57\u627e\uff1f<\/span><\/span><\/p>\n

\u7b54\uff1a<\/span>\u53ef\u4ee5\uff0c\u4f46\u6587\u5b57\u4e5f\u53ef\u80fd\u6539\uff08\u6bd4\u5982”\u7a7a\u8c03”\u6539\u6210”HVAC”\uff09\uff0c\u800c\u4e14\u540c\u5c4f\u53ef\u80fd\u6709\u4e24\u4e2a\u4e00\u6837\u6587\u5b57\u7684\u6309\u94ae\uff0c\u7167\u6837\u6293\u4e0d\u51c6\u3002\u6240\u4ee5\u5b9a\u4f4d\u8fd9\u4ef6\u4e8b\uff0c\u4ece\u6765\u90fd\u662f\u5ea7\u8231\u81ea\u52a8\u5316\u7684\u5934\u53f7\u96be\u9898\u3002<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u2460 \u5143\u7d20\u5b9a\u4f4d\u8106\u5f31\uff1a\u7248\u672c\u4e00\u66f4\u65b0\u811a\u672c\u5c31\u62a5\u9519<\/span><\/span><\/h3>\n

\u624b\u673aApp\u7528 Appium\uff0cresource-id \u4e00\u822c\u633a\u7a33\u3002\u4f46\u8f66\u673a\u7cfb\u7edf\u5e94\u7528\u4e0d\u4e00\u6837<\/span><\/span><\/p>\n

\u6211\u4eec\u7684\u8f66\u673a\u662f\u5927\u5382\u5b9a\u5236\u7684\u7cfb\u7edf\uff0c\u6bcf\u4e2a\u7248\u672c\u91cd\u6784\u4e00\u904d\u9875\u9762\uff0c\u8fde\u63a7\u4ef6\u7684 resource-id \u90fd\u91cd\u65b0\u751f\u6210\u3002\u6bd4\u5982\u7a7a\u8c03\u6309\u94ae\uff0c\u4e0a\u4e2a\u7248\u672c\u53eb <\/span>com.xxx.ac.btn_temp<\/span><\/code>\uff0c\u4e0b\u4e2a\u7248\u672c\u53d8\u6210 <\/span>com.xxx.hvac.temp_btn<\/span><\/code><\/p>\n

\u4f60\u5199\u7684\u4e8c\u5341\u6761\u5b9a\u4f4d\u5668\uff0c\u4e00\u6b21\u7248\u672c\u53d1\u5e03\u80fd\u6302\u4e00\u534a\u3002\u4fee\u5b9a\u4f4d\u5668\u8fd9\u4ef6\u4e8b\uff0c\u672c\u8eab\u5c31\u6210\u4e86\u6d4b\u8bd5\u7684\u4e3b\u8981\u5de5\u4f5c\u91cf<\/span><\/span><\/p>\n

\u2461 CAN\u4fe1\u53f7\u8026\u5408\uff1aUI\u64cd\u4f5c\u8981\u540c\u6b65\u9a8c\u8bc1\u4fe1\u53f7\u5c42<\/span><\/span><\/h3>\n

\u5ea7\u8231\u6d4b\u8bd5\u6709\u4e2a\u624b\u673a\u6d4b\u8bd5\u6ca1\u6709\u7684\u786c\u9700\u6c42\uff1a\u4f60\u70b9\u4e86\u5c4f\u5e55\u4e0a\u7684\u7a7a\u8c03\u6309\u94ae\uff0c\u5f97\u540c\u65f6\u770b CAN \u603b\u7ebf\u4e0a\u6709\u6ca1\u6709\u5bf9\u5e94\u7684\u62a5\u6587\u51fa\u6765<\/span><\/p>\n

UI \u5c42\u548c\u4fe1\u53f7\u5c42\u662f\u8026\u5408\u7684\u3002\u4f20\u7edf Appium \u53ea\u8ba4\u5c4f\u5e55\uff0c\u5b83\u6839\u672c\u611f\u77e5\u4e0d\u5230 CAN \u603b\u7ebf<\/span>\u3002\u4f60\u8981\u5728\u7528\u4f8b\u91cc\u624b\u52a8\u63a5 python-can \u53bb\u76d1\u542c\u62a5\u6587\uff0c\u4ee3\u7801\u91cf\u548c\u8026\u5408\u5ea6\u76f4\u63a5\u7ffb\u500d<\/span><\/p>\n\n\n\n
\n

\u771f\u5b9e\u4e8b\u6545\uff1a<\/span><\/b>\u6709\u4e00\u6b21\u53d1\u7248\uff0c\u7a7a\u8c03\u5f00\u5173\u5728 UI \u4e0a\u770b\u662f\u4eae\u7684\uff0c\u4f46 CAN \u62a5\u6587\u8fdf\u8fdf\u6ca1\u53d1\u3002Appium \u7528\u4f8b”\u7eff”\u4e86\uff0c\u5b9e\u9645\u8f66\u4e0a\u7684\u538b\u7f29\u673a\u6839\u672c\u6ca1\u542f\u52a8\u3002\u540e\u6765\u9760\u4eba\u5de5\u5728 CANoe \u4e0a\u6293\u5305\u624d\u53d1\u73b0\u95ee\u9898\u3002\u8fd9\u8bf4\u660e\u2014\u2014<\/span>\u53ea\u6d4b UI \u4e0d\u6d4b\u4fe1\u53f7\uff0c\u5ea7\u8231\u81ea\u52a8\u5316\u5c31\u662f\u534a\u622a\u5b50<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u2462 \u811a\u672c\u7ef4\u62a4\u6210\u672c\u9ad8\uff1a\u4fee\u6539\u7528\u4f8b\u6bd4\u624b\u5de5\u6d4b\u8bd5\u8fd8\u6162<\/span><\/span><\/h3>\n

\u8fd9\u662f\u6700\u8981\u547d\u7684\u3002\u4e00\u4e2a\u8fed\u4ee3\u5468\u671f\uff0c\u65b0\u529f\u80fd\u5f00\u53d1\u52a0\u65e7\u529f\u80fd\u56de\u5f52\uff0c\u4f60\u8981\u6539\u7528\u4f8b\u3001\u6539\u5b9a\u4f4d\u5668\u3001\u6539\u4fe1\u53f7\u6620\u5c04<\/span><\/p>\n

\u6211\u7b97\u8fc7\u4e00\u7b14\u8d26\uff1a<\/span>\u6211\u4eec\u7ec4\u7ef4\u62a4 300 \u6761\u5de6\u53f3\u7684\u6838\u5fc3\u7528\u4f8b\uff0c\u6bcf\u4e2a\u4e24\u5468\u8fed\u4ee3\u5e73\u5747\u6709 60 \u6761\u8981\u52a8\u3002\u4e00\u4e2a\u4eba\u6539\u5b9a\u4f4d\u5668\u52a0\u8c03\u8bd5\uff0c\u8981\u82b1\u4e00\u5929\u534a\u3002\u8fd9\u8fd8\u6ca1\u7b97\u65b0\u7528\u4f8b\u7f16\u5199<\/span><\/p>\n

\u7ed3\u679c\u5c31\u662f\uff1a<\/span>\u81ea\u52a8\u5316\u7684\u7ef4\u62a4\u6210\u672c\uff0c\u6084\u6084\u8d85\u8fc7\u4e86\u624b\u5de5\u6d4b\u8bd5\u672c\u8eab<\/span><\/p>\n\n\n\n\n\n\n
\n
\u74f6\u9888<\/span><\/span><\/section>\n<\/th>\n
\n
\u5177\u4f53\u8868\u73b0<\/span><\/span><\/section>\n<\/th>\n
\n
\u5bf9\u56de\u5f52\u7684\u5f71\u54cd<\/span><\/span><\/section>\n<\/th>\n<\/tr>\n
\n
\u5143\u7d20\u5b9a\u4f4d\u8106\u5f31<\/span><\/section>\n<\/td>\n
\n
resource-id \u4e24\u5468\u4e00\u53d8\uff0cXPath \u957f\u4e32\u6613\u788e<\/span><\/section>\n<\/td>\n
\n
\u811a\u672c\u5931\u6548\u7387\u9ad8\uff0c\u6bcf\u6b21\u53d1\u5e03\u8981\u5927\u9762\u79ef\u8fd4\u4fee<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
CAN\u4fe1\u53f7\u8026\u5408<\/span><\/section>\n<\/td>\n
\n
UI \u64cd\u4f5c\u9700\u540c\u6b65\u9a8c\u8bc1\u603b\u7ebf\u62a5\u6587<\/span><\/section>\n<\/td>\n
\n
Appium \u5355\u6d4b UI \u6f0f\u6389\u4fe1\u53f7\u5c42\u7f3a\u9677<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u811a\u672c\u7ef4\u62a4\u6210\u672c<\/span><\/section>\n<\/td>\n
\n
\u6539\u5b9a\u4f4d\u5668+\u6539\u7528\u4f8b\u8017\u65f6\u5927<\/span><\/section>\n<\/td>\n
\n
\u7ef4\u62a4\u65f6\u95f4\u8d85\u8fc7\u624b\u5de5\u6d4b\u8bd5\uff0cROI \u8d70\u4f4e<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

\u4e8c\u3001AI\u80fd\u505a\u4ec0\u4e48\uff1fCursor + \u5927\u6a21\u578b\u76843\u5c42\u80fd\u529b<\/span><\/span><\/h2>\n

\u6211\u662f\u5728\u4e00\u6b21\u6280\u672f\u5206\u4eab\u4e0a\uff0c\u542c\u5230\u6709\u4eba\u7528 Cursor \u5199\u524d\u7aef\u4ee3\u7801\u3002\u5f53\u65f6\u6211\u5c31\u60f3\uff1a\u6d4b\u8bd5\u811a\u672c\u80fd\u4e0d\u80fd\u8ba9 AI \u6765\u5199\uff1f<\/span><\/p>\n

\u8bd5\u4e86\u4e09\u4e2a\u6708\uff0c\u6211\u628a AI \u5728\u5ea7\u8231\u81ea\u52a8\u5316\u91cc\u7684\u4ef7\u503c\uff0c\u5f52\u7eb3\u6210\u4e09\u5c42\u3002\u4e00\u5c42\u6bd4\u4e00\u5c42\u6df1<\/span><\/p>\n

\u8fd9\u6b63\u662f AI \u751f\u6210\u811a\u672c\u7684\u6838\u5fc3\u539f\u7406\u3002\u4f60\u4e0d\u7528\u81ea\u5df1\u6572 Python\uff0c\u4f60\u53ea\u8981\u8bf4\uff1a”\u6253\u5f00\u7a7a\u8c03\uff0c\u8c03\u5230 22 \u5ea6\uff0c\u9a8c\u8bc1\u4eea\u8868\u540c\u6b65\u663e\u793a\u3002”\u5927\u6a21\u578b\u5c31\u80fd\u7406\u89e3\u4f60\u7684\u610f\u601d\uff0c\u5410\u51fa\u4e00\u6bb5 uiautomator2 \u7684\u64cd\u4f5c\u4ee3\u7801\u3002\u5b83\u4e0d\u4e00\u5b9a\u4e00\u6b21\u5199\u5bf9<\/span>\uff0c\u4f46\u9aa8\u67b6\u548c\u903b\u8f91\u57fa\u672c\u6210\u578b\uff0c\u4f60\u6539\u6539\u5c31\u80fd\u8dd1\u3002\u5927\u6a21\u578b\u628a”\u5199\u811a\u672c”\u8fd9\u4ef6\u4e8b\uff0c\u4ece\u7eaf\u624b\u5199\u53d8\u6210\u4e86”\u63cf\u8ff0\u9700\u6c42 + \u6821\u5bf9<\/span>“<\/span><\/p>\n\n\n\n
\n

\u95ee\u7b54<\/span><\/b>
<\/span><\/p>\n

\u95ee<\/span>\uff1a\u5927\u6a21\u578b\u4f1a\u81ea\u5df1\u70b9\u8f66\u673a\u5c4f\u5e55\u5417\uff1f<\/span><\/span><\/p>\n

\u7b54<\/span>\uff1a\u4e0d\u4f1a\uff0c\u5b83\u53ea\u4f1a\u5199\u4ee3\u7801\u3002\u771f\u6b63\u53bb\u70b9\u5c4f\u5e55\u7684\u662f uiautomator2 \u8fd9\u7c7b\u6846\u67b6\uff0c\u5927\u6a21\u578b\u662f”\u5199\u64cd\u4f5c\u6307\u5357\u7684\u4eba”\uff0c\u6846\u67b6\u662f”\u7167\u7740\u6307\u5357\u52a8\u624b\u7684\u4eba”\u3002\u4e24\u8005\u914d\u5408\uff0c\u624d\u8dd1\u5f97\u8d77\u6765<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n
\"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n

 AI \u4e09\u5c42\u80fd\u529b\u67b6\u6784\uff08\u751f\u6210 \u2192 \u4fee\u590d \u2192 \u5206\u6790\uff09<\/span><\/span><\/span><\/p>\n

\u2460 AI\u751f\u6210\u811a\u672c\uff1a\u63cf\u8ff0\u573a\u666f\u76f4\u63a5\u51fa\u4ee3\u7801<\/span><\/span><\/h3>\n

\u7b2c\u4e00\u5c42\u6700\u7b80\u5355\u3002\u4f60\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4e00\u4e2a\u6d4b\u8bd5\u573a\u666f\uff0c\u6bd4\u5982”\u6253\u5f00\u7a7a\u8c03\uff0c\u8bbe\u6e29\u5ea6\u523022\u5ea6\uff0c\u9a8c\u8bc1\u4eea\u8868\u540c\u6b65\u663e\u793a”\uff0cAI \u76f4\u63a5\u7ed9\u4f60\u751f\u6210 Python + uiautomator2 \u7684\u64cd\u4f5c\u4ee3\u7801<\/span><\/p>\n

\u6211\u521a\u5f00\u59cb\u8fd8\u4e0d\u4fe1\uff0c\u624b\u5199\u4e00\u6761\u7a7a\u8c03\u7528\u4f8b\u8981\u534a\u5c0f\u65f6\uff0cAI \u4e09\u5341\u79d2\u51fa\u521d\u7a3f\u3002\u5f53\u7136\u521d\u7a3f\u4e0d\u80fd\u76f4\u63a5\u7528\uff0c\u4f46\u6539\u6539\u5c31\u80fd\u8dd1\uff0c\u7701\u6389\u7684\u662f\u6700\u67af\u71e5\u7684\u6837\u677f\u4ee3\u7801<\/span><\/p>\n

\u2461 AI\u4fee\u590d\u811a\u672c\uff1a\u5143\u7d20\u5b9a\u4f4d\u5931\u8d25\u81ea\u52a8\u91cd\u5b9a\u4f4d<\/span><\/span><\/h3>\n

\u7b2c\u4e8c\u5c42\u662f\u6551\u547d\u7684\u3002\u811a\u672c\u8dd1\u6302\u4e86\uff0c\u4f20\u7edf\u505a\u6cd5\u662f\u4f60\u53bb\u770b\u62a5\u9519\u3001\u53bb\u6293 DOM\u3001\u53bb\u6539 XPath\u3002\u73b0\u5728\u4f60\u628a\u62a5\u9519\u622a\u56fe\u548c dump \u51fa\u6765\u7684 XML \u4e22\u7ed9 AI\uff0c\u5b83\u544a\u8bc9\u4f60”\u6309\u94ae resource-id \u53d8\u4e86”\uff0c\u5e76\u7ed9\u51fa\u65b0\u7684\u5b9a\u4f4d\u5668<\/span><\/p>\n

\u2462 AI\u5206\u6790\u5931\u8d25\uff1a\u62a5\u544a\u81ea\u52a8\u5f52\u7c7b\u539f\u56e0<\/span><\/span><\/h3>\n

\u7b2c\u4e09\u5c42\u662f\u8fdb\u9636\u3002\u4e00\u6b21\u56de\u5f52\u8dd1\u5b8c\uff0c\u51e0\u5341\u6761\u5931\u8d25\u3002AI \u628a\u5931\u8d25\u65e5\u5fd7\u5403\u8fdb\u53bb\uff0c\u5e2e\u4f60\u5206\u6210\u4e09\u7c7b\uff1a\u73af\u5883\u6296\u52a8\u3001\u5143\u7d20\u53d8\u66f4\u3001\u771f\u5b9e Bug<\/span><\/p>\n

\u8fd9\u4e00\u6b65\u7701\u6389\u7684\u662f”\u4eba\u8089\u770b\u65e5\u5fd7”\u7684\u5927\u91cf\u65f6\u95f4\u3002\u771f\u5b9e Bug \u88ab\u81ea\u52a8\u6311\u51fa\u6765\u4f18\u5148\u5904\u7406\uff0c\u73af\u5883\u7c7b\u5931\u8d25\u76f4\u63a5\u5ffd\u7565\u91cd\u8dd1<\/span><\/p>\n\n\n\n\n\n\n\n
\n
\u4efb\u52a1\u7c7b\u578b<\/span><\/span><\/section>\n<\/th>\n
\n
\u7eaf\u624b\u5199\u8017\u65f6<\/span><\/span><\/section>\n<\/th>\n
\n
AI \u8f85\u52a9\u8017\u65f6<\/span><\/span><\/section>\n<\/th>\n
\n
\u63d0\u901f<\/span><\/span><\/section>\n<\/th>\n<\/tr>\n
\n
\u751f\u6210\u5355\u6761UI\u7528\u4f8b<\/span><\/section>\n<\/td>\n
\n
\u7ea6 30 \u5206\u949f<\/span><\/section>\n<\/td>\n
\n
\u7ea6 5 \u5206\u949f\uff08\u6539\u7a3f\uff09<\/span><\/section>\n<\/td>\n
\n
\u7ea6 6 \u500d<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u4fee\u590d\u5b9a\u4f4d\u5931\u8d25<\/span><\/section>\n<\/td>\n
\n
\u7ea6 15 \u5206\u949f<\/span><\/section>\n<\/td>\n
\n
\u7ea6 2 \u5206\u949f<\/span><\/section>\n<\/td>\n
\n
\u7ea6 7 \u500d<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u5931\u8d25\u65e5\u5fd7\u5f52\u7c7b<\/span><\/section>\n<\/td>\n
\n
\u7ea6 40 \u5206\u949f<\/span><\/section>\n<\/td>\n
\n
\u7ea6 3 \u5206\u949f<\/span><\/section>\n<\/td>\n
\n
\u7ea6 13 \u500d<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u5168\u91cf\u56de\u5f52\u6267\u884c<\/span><\/section>\n<\/td>\n
\n
\u624b\u5de5 3 \u5929<\/span><\/section>\n<\/td>\n
\n
AI\u8dd1+\u81ea\u6108 4 \u5c0f\u65f6<\/span><\/section>\n<\/td>\n
\n
\u7ea6 10 \u500d<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n
\n

\u5c0f\u7ed3\uff1a<\/span><\/span><\/b>\u4e09\u5c42\u80fd\u529b\u53e0\u52a0\uff0c\u4e0d\u662f\u7b80\u5355\u52a0\u6cd5\u3002\u751f\u6210\u7701\u4e86\u5199\u4ee3\u7801\u7684\u65f6\u95f4\uff0c\u4fee\u590d\u7701\u4e86\u7ef4\u62a4\u7684\u65f6\u95f4\uff0c\u5206\u6790\u7701\u4e86\u6392\u67e5\u7684\u65f6\u95f4\u3002\u4e09\u8005\u5408\u8d77\u6765\uff0c\u624d\u628a\u56de\u5f52\u4ece\u4e09\u5929\u538b\u5230\u56db\u5c0f\u65f6<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

\u4e09\u3001\u73af\u5883\u642d\u5efa\uff1a\u5de5\u5177\u94fe\u51c6\u5907<\/span><\/span><\/h2>\n

\u5149\u6709\u60f3\u6cd5\u4e0d\u884c\uff0c\u5de5\u5177\u94fe\u5f97\u5148\u7acb\u8d77\u6765\u3002\u6211\u5217\u4e00\u4efd\u6211\u4eec\u7ec4\u73b0\u5728\u5728\u7528\u7684\u6e05\u5355\u3002<\/span><\/p>\n

\u5148\u8bb2\u6e05\u695a\u8fd9\u5957\u5de5\u5177\u94fe\u7684”\u4e3b\u529b”\u2014\u2014uiautomator2\u3002\u5b83\u662f Google \u63d0\u4f9b\u7684 Android UI \u81ea\u52a8\u5316\u6846\u67b6\uff0c\u7b80\u5355\u8bf4\uff0c\u5c31\u662f\u4e00\u5957\u80fd\u8ba9\u4f60\u7528 Python \u4ee3\u7801\u8fdc\u7a0b\u64cd\u63a7\u5b89\u5353\u754c\u9762\u7684\u5de5\u5177\uff1a\u70b9\u54ea\u91cc\u3001\u8f93\u4ec0\u4e48\u5b57\u3001\u5f80\u54ea\u4e2a\u65b9\u5411\u6ed1\uff0c\u5168\u90fd\u80fd\u7528\u51e0\u884c\u4ee3\u7801\u641e\u5b9a<\/span><\/p>\n

\u5728\u8f66\u673a\u8fd9\u4e2a\u573a\u666f\uff0cuiautomator2 \u66f4\u8f7b\u3001\u66f4\u7a33\u3002uiautomator2 \u76f4\u63a5\u8d70 adb \u901a\u9053\uff0c\u8ddf\u8f66\u673a\u7684\u5951\u5408\u5ea6\u66f4\u9ad8\uff0c\u88c5\u7684\u73af\u5883\u4e5f\u7b80\u5355<\/span>\u3002<\/span><\/span><\/p>\n

\u2460 Cursor \u914d\u7f6e<\/span><\/span><\/h3>\n

Cursor \u662f\u4e3b\u529b\u7f16\u8f91\u5668\u3002\u5173\u952e\u662f\u90a3\u4e2a <\/span>.cursorrules<\/span><\/code> \u6587\u4ef6\u2014\u2014\u5b83\u544a\u8bc9 AI \u6211\u4eec\u7684\u8f66\u673a\u6d4b\u8bd5\u89c4\u8303\u3001\u7528\u4ec0\u4e48 API\u3001CAN \u4fe1\u53f7\u600e\u4e48\u7ea6\u5b9a<\/span><\/p>\n

\u2461 Python \u73af\u5883<\/span><\/span><\/h3>\n\n\n\n\n\n\n
\n
    \n
  • uiautomator2<\/span><\/span><\/strong>
    \n
    \u63a7\u5236\u8f66\u673a\u5c4f\u5e55\uff0c\u5b9a\u4f4d\u5143\u7d20\u3001\u70b9\u51fb\u3001\u8f93\u5165<\/span><\/section>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
\n
    \n
  • python-can<\/span><\/span><\/strong>
    \n
    \u76d1\u542c CAN \u603b\u7ebf\u62a5\u6587\uff0c\u9a8c\u8bc1\u4fe1\u53f7\u5c42<\/span><\/section>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
\n
    \n
  • pytest<\/span><\/span><\/strong>
    \n
    \u7528\u4f8b\u7ec4\u7ec7\u548c\u6267\u884c<\/span><\/section>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
\n
    \n
  • Allure<\/span><\/span><\/strong>
    \n
    \u51fa\u62a5\u544a\uff0c\u7ed9\u7814\u53d1\u548c\u4ea7\u54c1\u67e5\u770b\u5206\u6790<\/span><\/section>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
      <\/ul>\n
      \n
        \n
      • <\/li>\n
      • <\/li>\n
      • <\/li>\n
      • <\/li>\n<\/ul>\n
        # \u4e00\u952e\u88c5\u597d\u4f9d\u8d56\uff08\u5efa\u8bae\u7528\u865a\u62df\u73af\u5883\uff09<\/span><\/span><\/code>pip install uiautomator2 python-can pytest allure-pytest<\/span><\/code># \u521d\u59cb\u5316 uiautomator2 \u7684\u624b\u673a\u7aef agent\uff08\u8f66\u673a\u9700\u5148 adb \u8fde\u4e0a\uff09<\/span><\/span><\/code>python -m uiautomator2 init<\/span><\/span><\/code><\/pre>\n<\/section>\n
        \u2462 \u8f66\u673a\u8fde\u63a5<\/span><\/span><\/h3>\n
        \u8f66\u673a\u8fde\u7535\u8111\u6709\u4e24\u8def\uff1a\u4e00\u8def\u662f adb\uff0c\u63a7\u5236\u5c4f\u5e55\uff1b\u4e00\u8def\u662f CAN\uff0c\u63a5 CANoe \u6216\u8005 PCAN \u786c\u4ef6<\/span><\/p>\n
        \n
          \n
        • <\/li>\n
        • <\/li>\n
        • <\/li>\n
        • <\/li>\n
        • <\/li>\n<\/ul>\n
          # 1) adb \u8fde\u8f66\u673a\uff08WiFi \u8c03\u8bd5\uff0c\u8f66\u673a\u548c\u7535\u8111\u540c\u4e00\u7f51\u6bb5\uff09<\/span><\/span><\/code>adb<\/span> connect 192.168.1.50:5555<\/span><\/span><\/code>adb devices          # \u786e\u8ba4\u8bbe\u5907\u5728\u7ebf<\/span><\/span><\/code># 2) CAN \u63a5\u53e3\uff08\u4ee5 PCAN-USB \u4e3a\u4f8b\uff0cpython-can \u914d\u7f6e\uff09<\/span><\/span><\/code># windows \u4e0b\u9700\u5b89\u88c5 PCAN-Basic \u9a71\u52a8\uff0cchannel \u6309\u786c\u4ef6\u586b<\/span><\/span><\/code><\/pre>\n<\/section>\n\n\n\n
          \n
          \u8fde\u4e0d\u4e0a\uff1f\u5148\u770b\u8fd9\u51e0\u70b9\uff1a<\/span><\/b>\u8f66\u673a\u662f\u5426\u5f00\u4e86”USB\u8c03\u8bd5\/\u7f51\u7edc\u8c03\u8bd5”\uff1bPCAN \u9a71\u52a8\u662f\u5426\u88c5\u5bf9\uff1b\u9632\u706b\u5899\u6709\u6ca1\u6709\u6321 5555 \u7aef\u53e3\u3002\u6211\u8fd9\u8e29\u8fc7\u5751\uff0c\u8f66\u673a\u9ed8\u8ba4\u53ea\u5f00 MTP\uff0c\u5f97\u8fdb\u5de5\u7a0b\u83dc\u5355\u624b\u52a8\u5f00\u8c03\u8bd5<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \u2463 \u76ee\u5f55\u7ed3\u6784\u89c4\u8303<\/span><\/span><\/h3>\n
          \u76ee\u5f55\u7ed3\u6784<\/span><\/span><\/p>\n\n\n\n
          \n
          ivitest\/ <\/span> <\/span>    # \u9879\u76ee\u6839<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 .cursorrules   <\/span>   # AI \u884c\u4e3a\u8bf4\u660e\u4e66\uff08\u6838\u5fc3\uff09<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 pages\/  <\/span>    # POM \u9875\u9762\u5bf9\u8c61<\/span><\/span><\/p>\n
          \u2502   \u251c\u2500\u2500 base_page.py<\/span><\/span><\/p>\n
          \u2502   \u251c\u2500\u2500 hvac_page.py <\/span>     # \u7a7a\u8c03\u9875<\/span><\/span><\/p>\n
          \u2502   \u2514\u2500\u2500 cluster_page.py <\/span>  # \u4eea\u8868\u9875<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 cases\/ <\/span>     # pytest \u7528\u4f8b<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 can\/    <\/span>  # python-can \u5c01\u88c5 + DBC \u6587\u4ef6<\/span><\/span><\/p>\n
          \u2502   \u251c\u2500\u2500 dbc\/xxx.dbc<\/span><\/span><\/p>\n
          \u2502   \u2514\u2500\u2500 can_listener.py<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 data\/ <\/span>     # Excel\/JSON \u6d4b\u8bd5\u6570\u636e<\/span><\/span><\/p>\n
          \u251c\u2500\u2500 reports\/ <\/span>     # Allure \u7ed3\u679c<\/span><\/span><\/p>\n
          \u2514\u2500\u2500 conftest.py<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \n
          \u56db\u3001AI\u751f\u6210\u811a\u672c\u5b9e\u6218\uff1a5\u6b65\u4ece\u9700\u6c42\u5230\u53ef\u8fd0\u884c\u7528\u4f8b<\/span><\/span><\/h2>\n
          \u4e0b\u9762\u6765\u771f\u7684\u3002\u6211\u4eec\u4ee5”\u7a7a\u8c03\u63a7\u5236\u9875\u6d4b\u8bd5”\u4e3a\u4f8b\uff0c\u8d70\u5b8c\u6574\u7684\u4e94\u6b65<\/span><\/p>\n
          \u573a\u666f\u662f\uff1a\u6253\u5f00\u7a7a\u8c03 \u2192 \u8bbe\u6e29\u5ea6 22\u00b0 \u2192 \u9a8c\u8bc1\u4eea\u8868\u540c\u6b65\u663e\u793a 22\u00b0\u8fd9\u6761\u7528\u4f8b\u8981\u628a UI \u64cd\u4f5c\u548c CAN \u4fe1\u53f7\u9a8c\u8bc1\u7ed1\u5728\u4e00\u8d77<\/span><\/p>\n
          \n
          \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
          \u4ece\u9700\u6c42\u5230\u53ef\u8fd0\u884c\u7528\u4f8b\u76845\u6b65\u6d41\u7a0b<\/span><\/span><\/span><\/section>\n
          \u6b63\u5f0f\u8d70\u4e94\u6b65\u524d\uff0c\u5148\u8bb2\u4e00\u4e2a\u5173\u952e\u6982\u5ff5\uff1aPOM \u6a21\u5f0f<\/span>\uff08Page Object Model\uff0c\u9875\u9762\u5bf9\u8c61\u6a21\u578b\uff09\u3002\u5b83\u662f\u81ea\u52a8\u5316\u91cc\u5e38\u7528\u7684\u4e00\u79cd\u4ee3\u7801\u7ec4\u7ec7\u65b9\u5f0f<\/span><\/p>\n
          \u5565\u610f\u601d\uff1f\u4f60\u628a\u6bcf\u4e2a\u754c\u9762\uff0c\u5c01\u88c5\u6210\u4e00\u4e2a”\u7c7b”\u3002\u754c\u9762\u4e0a\u7684\u6309\u94ae\uff0c\u53d8\u6210\u8fd9\u4e2a\u7c7b\u7684”\u5c5e\u6027”\uff1b\u5bf9\u6309\u94ae\u7684\u64cd\u4f5c\uff08\u70b9\u5b83\u3001\u8bfb\u5b83\u7684\u503c\uff09\uff0c\u53d8\u6210\u7c7b\u7684”\u65b9\u6cd5”\u3002\u6bd4\u5982”\u7a7a\u8c03\u9875”\u5c31\u662f\u4e00\u4e2a\u7c7b\uff0c\u91cc\u9762\u6709”\u5f00\u7a7a\u8c03””\u8bbe\u6e29\u5ea6”\u8fd9\u4e9b\u65b9\u6cd5\u3002\u4ee5\u540e\u754c\u9762\u6539\u4e86\u2014\u2014\u6bd4\u5982\u6309\u94ae\u4ece\u51cf\u53f7\u6539\u6210\u4e0b\u62c9\uff0c\u4f60\u53ea\u5728\u8fd9\u4e2a\u7c7b\u91cc\u6539\u4e00\u5904\uff0c\u6240\u6709\u7528\u5230\u5b83\u7684\u811a\u672c\u90fd\u4e0d\u7528\u52a8<\/span><\/p>\n\n\n\n
          \n
          \u6253\u4e2a\u6bd4\u65b9\uff1a<\/span><\/b>POM \u5c31\u50cf\u7ed9”\u7a7a\u8c03\u9875\u9762”\u505a\u4e86\u4e00\u652f\u9065\u63a7\u5668\u6a21\u677f\u3002\u9065\u63a7\u5668\u4e0a\u6709\u5f00\u5173\u952e\u3001\u6e29\u5ea6\u952e\uff0c\u811a\u672c\u53ea\u7ba1\u6309”\u5f00\u5173\u952e”\u3002\u54ea\u5929\u8f66\u673a\u6362\u7248\u672c\uff0c\u9065\u63a7\u5668\u5916\u5f62\u53d8\u4e86\uff0c\u4f60\u53ea\u6362\u8fd9\u652f\u9065\u63a7\u5668\uff08\u6539\u4e00\u4e2a\u7c7b\uff09\uff0c\u6309\u9065\u63a7\u5668\u7684\u90a3\u4e9b\u811a\u672c\u4e00\u884c\u90fd\u4e0d\u7528\u6539\u3002\u8fd9\u5c31\u662f\u5b83\u7701\u7ef4\u62a4\u6210\u672c\u7684\u79d8\u5bc6<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          \n
          \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
          POM \u5c01\u88c5\uff1a\u628a\u754c\u9762\u53d8\u6210\u4e00\u4e2a\u7c7b<\/span><\/span><\/span><\/section>\n
          Step1\uff1a\u7ed9 Cursor \u63cf\u8ff0\u6d4b\u8bd5\u573a\u666f<\/span><\/span><\/h3>\n
          \u6211\u5728 Cursor \u7684\u804a\u5929\u6846\u91cc\u76f4\u63a5\u5199\uff1a<\/span><\/p>\n\n\n\n
          \n
          # \u6211\u8981\u6d4b\u7a7a\u8c03\u63a7\u5236\u9875\uff1a<\/span><\/span><\/p>\n
          # 1. \u6253\u5f00\u7a7a\u8c03\u4e3b\u5f00\u5173<\/span><\/span><\/p>\n
          # 2. \u628a\u6e29\u5ea6\u8bbe\u4e3a 22 \u5ea6<\/span><\/span><\/p>\n
          # 3. \u9a8c\u8bc1\u4eea\u8868\u76d8\u901a\u8fc7 CAN \u62a5\u6587\u540c\u6b65\u663e\u793a\u76ee\u6807\u6e29\u5ea6 22<\/span><\/span><\/p>\n
          # \u7528 uiautomator2 \u64cd\u4f5c UI\uff0c\u7528 python-can \u76d1\u542c\u4fe1\u53f7\uff0c\u751f\u6210 POM \u7ed3\u6784\u4ee3\u7801<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
          Step2\uff1aAI \u751f\u6210\u9875\u9762\u64cd\u4f5c\u4ee3\u7801<\/span><\/span><\/h3>\n
          AI \u7ed9\u4e86\u6211\u7a7a\u8c03\u9875\u7684 Page \u7c7b\u3002\u6838\u5fc3\u90e8\u5206\uff08\u5df2\u52a0\u6ce8\u91ca\uff0c\u53ef\u76f4\u63a5\u8dd1\uff09\uff1a<\/span><\/p>\n
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            # pages\/hvac_page.py<\/span><\/span><\/code>import<\/span> uiautomator2 as<\/span> u2<\/span><\/code>class<\/span> HvacPage<\/span>:<\/span><\/code>    \"\"\"\u7a7a\u8c03\u63a7\u5236\u9875\uff0c\u5c01\u88c5\u6240\u6709 UI \u64cd\u4f5c\"\"\"<\/span><\/span><\/code>    def<\/span> __init__<\/span>(self, d: u2.Device<\/span>):<\/span><\/code>        self<\/span>.d = d<\/span><\/code>    def<\/span> open_ac<\/span>(self<\/span>):<\/span><\/code>        # \u4f18\u5148\u7528 resource-id \u5b9a\u4f4d\uff0c\u7a33\u5b9a<\/span><\/span><\/code>        self<\/span>.d(resourceId=\"com.xxx.hvac:id\/ac_main_switch\"<\/span>).click()<\/span><\/code>        # \u72b6\u6001\u673a\u7b49\u5f85\uff1a\u7b49\u5f00\u5173\u771f\u6b63\u53d8\u6210\u5f00\u542f\u6001<\/span><\/span><\/code>        self<\/span>.d(resourceId=\"com.xxx.hvac:Id\/ac_main_switch\"<\/span>).wait(timeout=3<\/span>)<\/span><\/code>    def<\/span> set_temp<\/span>(self, temp: <\/span>int<\/span><\/span>):<\/span><\/code>        # \u6e29\u5ea6\u51cf\u5230 22\uff1a\u5148\u70b9\u51cf\u53f7\u82e5\u5e72\u6b21\uff0c\u518d\u8bfb\u5f53\u524d\u503c\u6821\u9a8c<\/span><\/span><\/code>        current = int<\/span>(self<\/span>.d(resourceId=\"com.xxx.hvac:id\/temp_value\"<\/span>).get_text())<\/span><\/code>        while<\/span> current > temp:<\/span><\/code>            self<\/span>.d(resourceId=\"com.xxx.hvac:id\/temp_minus\"<\/span>).click()<\/span><\/code>            current = int<\/span>(self<\/span>.d(resourceId=\"com.xxx.hvac:id\/temp_value\"<\/span>).get_text())<\/span><\/code>            if<\/span> current <= temp:<\/span><\/code>                break<\/span><\/span><\/code>    def<\/span> get_temp_display<\/span>(self<\/span>) -> int<\/span>:<\/span><\/code>        return<\/span> int<\/span>(self<\/span>.d(resourceId=\"com.xxx.hvac:id\/temp_value\"<\/span>).get_text())<\/span><\/code><\/pre>\n<\/section>\n
            Step3\uff1aAI \u751f\u6210 CAN \u4fe1\u53f7\u9a8c\u8bc1\u4ee3\u7801<\/span><\/span><\/h3>\n
            \u8fd9\u4e00\u6b65\u662f\u5173\u952e\uff0c\u628a\u4fe1\u53f7\u5c42\u63a5\u4e0a\u3002AI \u6309 DBC \u6587\u4ef6\u751f\u6210\u4e86\u76d1\u542c\u4ee3\u7801\uff1a<\/span><\/p>\n
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              # can\/can_listener.py<\/span><\/span><\/code>import<\/span> can<\/span><\/code>class<\/span> CanListener<\/span>:<\/span><\/code>    \"\"\"\u76d1\u542c\u7a7a\u8c03\u76ee\u6807\u6e29\u5ea6\u4fe1\u53f7\"\"\"<\/span><\/span><\/code>    def<\/span> __init__<\/span>(self, channel=<\/span>\"PCAN_USBBUS1\"<\/span><\/span>, bitrate=<\/span>500000<\/span><\/span>):<\/span><\/code>        self<\/span>.bus = can.interface.Bus(channel=channel,<\/span><\/code>                                     bustype=\"pcan\"<\/span>,<\/span><\/code>                                     bitrate=bitrate)<\/span><\/code>    def<\/span> wait_target_temp<\/span>(self, expect: <\/span>int<\/span><\/span>, timeout=<\/span>5<\/span><\/span>) -> bool<\/span>:<\/span><\/code>        # \u6309 DBC \u89e3\u6790\uff1a\u62a5\u6587 ID 0x3A0\uff0c\u4fe1\u53f7\u540d HVAC_TargetTemp<\/span><\/span><\/code>        msg = self<\/span>.bus.recv(timeout=timeout)<\/span><\/code>        while<\/span> msg is<\/span> not<\/span> None<\/span>:<\/span><\/code>            if<\/span> msg.arbitration_id == 0x3A0<\/span>:<\/span><\/code>                # \u4fe1\u53f7\u8d77\u59cb\u4f4d 8\uff0c\u957f\u5ea6 8bit\uff0c\u504f\u79fb 0\uff0c\u5206\u8fa8\u7387 0.5<\/span><\/span><\/code>                raw = (msg.data[1<\/span>] >> 0<\/span>) & 0xFF<\/span><\/span><\/code>                temp = raw * 0.5<\/span><\/span><\/code>                if<\/span> abs<\/span>(temp - expect) < 0.6<\/span>:<\/span><\/code>                    return<\/span> True<\/span><\/span><\/code>            msg = self<\/span>.bus.recv(timeout=timeout)<\/span><\/code>        return<\/span> False<\/span><\/span><\/code>    def<\/span> shutdown<\/span>(self<\/span>):<\/span><\/code>        self<\/span>.bus.shutdown()<\/span><\/code><\/pre>\n<\/section>\n
              Step4\uff1aAI \u751f\u6210 pytest \u7528\u4f8b + \u65ad\u8a00<\/span><\/span><\/h3>\n
              \u6700\u540e\u8ba9 AI \u628a\u524d\u9762\u4e24\u5757\u62fc\u6210\u4e00\u6761\u5b8c\u6574\u7528\u4f8b\uff08<\/span>\u5e26\u65ad\u8a00<\/span>\uff09<\/span><\/p>\n
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                # cases\/test_hvac.py<\/span><\/span><\/code>import<\/span> pytest<\/span><\/code>import<\/span> uiautomator2 as<\/span> u2<\/span><\/code>from<\/span> pages.hvac_page import<\/span> HvacPage<\/span><\/code>from<\/span> can.can_listener import<\/span> CanListener<\/span><\/code>def<\/span> test_ac_set_temp_22<\/span>():<\/span><\/code>    d = u2.connect(\"192.168.1.50:5555\"<\/span>)<\/span><\/code>    hvac = HvacPage(d)<\/span><\/code>    can = CanListener()<\/span><\/code>    hvac.open_ac()              # \u5f00\u7a7a\u8c03<\/span><\/span><\/code>    hvac.set_temp(22<\/span>)          # \u8bbe 22 \u5ea6<\/span><\/span><\/code>    ui_temp = hvac.get_temp_display()<\/span><\/code>    assert<\/span> ui_temp == 22<\/span>, f\"UI\u663e\u793a\u6e29\u5ea6\u5f02\u5e38: <\/span>{ui_temp}<\/span><\/span>\"<\/span><\/span><\/code>    # \u5173\u952e\uff1a\u9a8c\u8bc1 CAN \u4fe1\u53f7\u5c42\u540c\u6b65<\/span><\/span><\/code>    ok = can.wait_target_temp(22<\/span>, timeout=5<\/span>)<\/span><\/code>    assert<\/span> ok, \"\u4eea\u8868\u672a\u901a\u8fc7CAN\u540c\u6b65\u76ee\u6807\u6e29\u5ea622\u00b0\"<\/span><\/span><\/code>    can.shutdown()<\/span><\/code><\/pre>\n<\/section>\n
                Step5\uff1a\u8fd0\u884c\u9a8c\u8bc1 + AI \u81ea\u52a8\u4fee\u590d\u5b9a\u4f4d\u5931\u8d25<\/span><\/span><\/h3>\n
                \u7b2c\u4e00\u6b21\u8dd1\uff0c\u5927\u6982\u7387\u6302\u3002\u6211\u4eec\u7684\u8f66\u673a\u7248\u672c\u8fed\u4ee3\u628a <\/span><\/span>temp_minus<\/span><\/span><\/code> \u6539\u6210\u4e86 <\/span><\/span>temp_down<\/span><\/span><\/code>\u3002Cursor \u6355\u83b7\u5230 NoSuchElementError\uff0c\u6211\u628a\u622a\u56fe\u548c hierarchy \u4e22\u56de\u53bb\uff0c\u5b83\u81ea\u52a8\u628a\u5b9a\u4f4d\u5668\u6539\u6210\u65b0\u7684\uff0c\u91cd\u8dd1\u901a\u8fc7<\/span><\/span><\/p>\n\n\n\n
                \n
                \u8e29\u5751\u6545\u4e8b<\/span>\uff1a<\/span><\/b>\u521a\u5f00\u59cb\u6211\u8ba9 AI \u4e00\u6b21\u6027\u751f\u6210\u6240\u6709\u4ee3\u7801\uff0c\u7ed3\u679c\u5b83\u628a\u6e29\u5ea6\u6309\u94ae\u7684\u5b9a\u4f4d\u5199\u6210\u4e86\u5750\u6807 <\/span><\/span><\/span>(540, 980)<\/span><\/span><\/code>\u3002\u8f66\u673a\u5206\u8fa8\u7387\u4e00\u53d8\uff0c\u5168\u9519\u3002\u540e\u6765\u6211\u5728 .cursorrules \u91cc\u786c\u6027\u7981\u7528\u5750\u6807\uff0c\u8fd9\u4e8b\u518d\u6ca1\u53d1\u751f\u8fc7<\/span><\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                \n
                \u4e94\u3001.cursorrules\u914d\u7f6e\uff1a\u8ba9AI\u61c2\u8f66\u673a\u6d4b\u8bd5<\/span><\/span><\/h2>\n
                \u8fd9\u662f\u5168\u6587\u6211\u6700\u60f3\u5f3a\u8c03\u7684\u4e00\u8282<\/span>\uff1a<\/span>.cursorrules<\/span><\/code> \u5c31\u662f\u5199\u7ed9 AI \u7684”\u56e2\u961f\u89c4\u8303”\u3002\u4f60\u4e0d\u5199\uff0cAI \u5c31\u6309\u5b83\u81ea\u5df1\u7684\u9ed8\u8ba4\u4e60\u60ef\u6765\uff0c\u751f\u6210\u7684\u4ee3\u7801\u8ddf\u6211\u4eec\u9879\u76ee\u516b\u7aff\u5b50\u6253\u4e0d\u7740<\/span><\/p>\n
                \u6211\u8d34\u4e00\u4efd\u6211\u4eec\u8fed\u4ee3\u4e86\u5341\u51e0\u4e2a\u7248\u672c\u7684\u914d\u7f6e\uff0c\u6838\u5fc3\u5c31\u4e94\u5757<\/span><\/p>\n
                \u5148\u89e3\u91ca\u4e0b .cursorrules \u5230\u5e95\u662f\u4e2a\u5565\u3002Cursor \u662f\u4e00\u4e2a AI \u7f16\u8f91\u5668\uff0c\u4f60\u5728\u91cc\u9762\u5199\u4ee3\u7801\u65f6\uff0cAI \u4f1a\u5b9e\u65f6\u5e2e\u4f60\u8865\u5168\u3001\u751f\u6210\u3002\u800c .cursorrules \u662f\u4e00\u4e2a\u653e\u5728\u9879\u76ee\u6839\u76ee\u5f55\u7684\u7eaf\u6587\u672c\u89c4\u5219\u6587\u4ef6\uff0c\u4e13\u95e8\u5199\u7ed9\u8fd9\u4e2a AI \u770b\u7684”\u5de5\u4f5c\u624b\u518c”<\/span><\/p>\n\n\n\n
                \n
                \u95ee\u7b54\uff1a<\/span><\/b>
                <\/span><\/span><\/section>\n
                \u95ee<\/span>\uff1a.cursorrules \u662f\u7f16\u7a0b\u9ad8\u624b\u624d\u61c2\u7684\u9ad8\u6df1\u914d\u7f6e\u5417\uff1f<\/span><\/span><\/section>\n
                \u7b54<\/span>\uff1a\u5b8c\u5168\u4e0d\u662f\u3002\u5b83\u5c31\u662f\u4e00\u6bb5\u5927\u767d\u8bdd\u6307\u4ee4\uff0c\u4f60\u7528\u4e2d\u6587\u5199”\u8bf7\u7528 uiautomator2\uff0c\u522b\u7528\u5750\u6807”\u5c31\u884c\u3002\u95e8\u69db\u5f88\u4f4e\uff0c\u4f46\u6548\u679c\u5f88\u5927<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                \n
                \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
                .cursorrules \u4e94\u5927\u914d\u7f6e\u6a21\u5757<\/span><\/span><\/span><\/section>\n\n\n\n
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                # .cursorrules \u2014\u2014 \u5ea7\u8231UI\u81ea\u52a8\u5316\u4e13\u7528<\/span><\/span><\/p>\n
                # \u2460 \u6280\u672f\u6808\u58f0\u660e<\/span><\/span><\/p>\n
                \u4f60\u6b63\u5728\u7f16\u5199\u8f66\u8f7d\u5ea7\u8231 UI \u81ea\u52a8\u5316\u6d4b\u8bd5\u4ee3\u7801\u3002<\/span><\/span><\/p>\n
                \u6280\u672f\u6808\u56fa\u5b9a\u4e3a\uff1auiautomator2\uff08UI\u63a7\u5236\uff09+ python-can\uff08\u4fe1\u53f7\u76d1\u542c\uff09<\/span><\/span><\/p>\n
                + pytest\uff08\u7528\u4f8b\uff09+ Allure\uff08\u62a5\u544a\uff09\u3002\u4e0d\u8981\u5f15\u5165\u5176\u4ed6\u6846\u67b6\u3002<\/span><\/span><\/p>\n
                # \u2461 \u5143\u7d20\u5b9a\u4f4d\u89c4\u8303<\/span><\/span><\/p>\n
                – \u4f18\u5148\u4f7f\u7528 resource-id \u5b9a\u4f4d\uff0c\u793a\u4f8b\uff1ad(resourceId=”com.xxx:Id\/xxx”)<\/span><\/span><\/p>\n
                – \u6b21\u9009 XPath \u4f5c\u4e3a fallback\uff0c\u7981\u6b62\u5728 XPath \u91cc\u5199\u592a\u957f\u94fe\u5f0f<\/span><\/span><\/p>\n
                – \u4e25\u7981\u4f7f\u7528\u5c4f\u5e55\u5750\u6807 (x, y) \u70b9\u51fb\uff0c\u5206\u8fa8\u7387\u4f1a\u53d8<\/span><\/span><\/p>\n
                – \u64cd\u4f5c\u524d\u7528 wait(timeout=3) \u505a\u72b6\u6001\u7b49\u5f85\uff0c\u4e0d\u8981 sleep \u5199\u6b7b<\/span><\/span><\/p>\n
                # \u2462 CAN\u4fe1\u53f7\u7ea6\u5b9a<\/span><\/span><\/p>\n
                – DBC \u6587\u4ef6\u8def\u5f84\uff1acan\/dbc\/vehicle.dbc<\/span><\/span><\/p>\n
                – \u4fe1\u53f7\u547d\u540d\u9075\u5faa DBC\uff1a\u5982 HVAC_TargetTemp\u3001AC_Status<\/span><\/span><\/p>\n
                – CAN \u63a5\u53e3\u9ed8\u8ba4 PCAN_USBBUS1\uff0cbitrate 500000<\/span><\/span><\/p>\n
                – \u4efb\u4f55 UI \u64cd\u4f5c\u82e5\u5bf9\u5e94\u4fe1\u53f7\uff0c\u5fc5\u987b\u5199 CAN \u6821\u9a8c\u65ad\u8a00<\/span><\/span><\/p>\n
                # \u2463 \u4ee3\u7801\u98ce\u683c\uff08POM\u5206\u5c42\uff09<\/span><\/span><\/p>\n
                – \u6bcf\u4e2a\u9875\u9762\u4e00\u4e2a Page \u7c7b\uff0c\u7ee7\u627f BasePage<\/span><\/span><\/p>\n
                – \u9875\u9762\u7c7b\u53ea\u5c01\u88c5\u64cd\u4f5c\uff0c\u4e0d\u5199\u65ad\u8a00<\/span><\/span><\/p>\n
                – \u65ad\u8a00\u53ea\u5728 cases\/ \u4e0b\u7684 pytest \u7528\u4f8b\u91cc\u5199<\/span><\/span><\/p>\n
                – \u51fd\u6570\/\u53d8\u91cf\u7528 snake_case\uff0c\u7c7b\u7528 CamelCase<\/span><\/span><\/p>\n
                # \u2464 \u8f66\u673a\u7279\u6b8a\u5904\u7406<\/span><\/span><\/p>\n
                – \u591a\u5c4f\u5207\u6362\uff1a\u4e3b\u9a7e\u5c4f\/\u526f\u9a7e\u5c4f\/\u4eea\u8868\uff0c\u5207\u6362\u540e\u5fc5\u987b\u91cd\u65b0 wait<\/span><\/span><\/p>\n
                – \u6743\u9650\u5f39\u7a97\uff1a\u9996\u6b21\u8fdb\u5165\u53ef\u80fd\u5f39”\u5141\u8bb8”\u5bf9\u8bdd\u6846\uff0c\u9700\u81ea\u52a8\u70b9\u6389<\/span><\/span><\/p>\n
                – \u72b6\u6001\u673a\u7b49\u5f85\uff1a\u8f66\u673a\u54cd\u5e94\u6709\u5ef6\u8fdf\uff0c\u7528\u663e\u5f0f\u7b49\u5f85\u800c\u975e\u56fa\u5b9a sleep<\/span><\/span><\/p>\n
                – \u7981\u6b62\u751f\u6210\u4f1a\u4fee\u6539\u8f66\u673a\u7cfb\u7edf\u8bbe\u7f6e\u7684\u7834\u574f\u6027\u4ee3\u7801<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                \n
                \u516d\u3001AI\u81ea\u6108\u673a\u5236\uff1a\u811a\u672c\u6302\u4e86\u81ea\u5df1\u4fee<\/span><\/span><\/h2>\n
                \u81ea\u6108<\/span>\uff0c\u662f\u6211\u89c9\u5f97 AI \u7ed9\u5ea7\u8231\u81ea\u52a8\u5316\u5e26\u6765\u7684\u6700\u5927\u53d8\u9769\u3002\u4f20\u7edf\u811a\u672c\u4e00\u6302\uff0c\u4eba\u5c31\u5f97\u4e0a\u3002AI \u81ea\u6108\u8ba9\u811a\u672c\u5728\u65ad\u7f51\u524d\u81ea\u5df1\u628a\u547d\u7eed\u4e0a<\/span><\/p>\n
                \u8bb2\u81ea\u6108\u524d\uff0c\u5f97\u5148\u5f04\u61c2”\u5143\u7d20\u5b9a\u4f4d\u5931\u8d25”\u662f\u5565\u3002\u56de\u5230\u524d\u9762\u8bf4\u7684 resource-id\uff1a\u811a\u672c\u4e0a\u6b21\u8bb0\u7684\u662f”\u7a7a\u8c03\u6309\u94ae\u5728\u7b2c 3 \u6392\u7b2c 2 \u4e2a”\uff08\u6216\u8005\u8bf4\uff0c\u8eab\u4efd\u8bc1\u53f7\u662f\u67d0\u4e2a\u503c\uff09\u3002\u5b83\u4e0b\u6b21\u8dd1\uff0c\u5c31\u6309\u8fd9\u4e2a\u8001\u5730\u5740\u53bb\u627e<\/span><\/p>\n
                \u7ed3\u679c\u8fd9\u6b21\u754c\u9762\u6539\u7248\u4e86\uff0c\u6309\u94ae\u632a\u5230\u4e86\u7b2c 4 \u6392\u3002\u811a\u672c\u8fd8\u6309\u8001\u5730\u5740\u4e00\u6478\u2014\u2014\u7a7a\u7684\uff0c\u627e\u4e0d\u5230\u3002\u8fd9\u5c31\u662f”\u5143\u7d20\u5b9a\u4f4d\u5931\u8d25”\uff0c\u4f20\u7edf\u811a\u672c\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa\uff0c\u7136\u540e\u7b49\u4f60\u6765\u6551<\/span><\/p>\n\n\n\n
                \n
                \u751f\u6d3b\u7c7b\u6bd4\uff1a<\/span><\/span><\/b>\u5c31\u50cf\u4f60\u5e38\u53bb\u4e00\u5bb6\u5e97\uff0c\u8bb0\u7740”\u62db\u724c\u5728\u8fdb\u95e8\u5de6\u8f6c\u7b2c\u4e8c\u5bb6”\u3002\u67d0\u5929\u5e97\u4e3b\u628a\u62db\u724c\u632a\u5230\u4e86\u53f3\u8f6c\u7b2c\u4e09\u5bb6\u3002\u4f60\u7167\u8001\u8bb0\u5fc6\u8d70\uff0c\u6251\u4e86\u4e2a\u7a7a\u3002\u4f20\u7edf\u811a\u672c\u7684\u505a\u6cd5\u662f\uff1a\u7a7a\u624b\u56de\u6765\u8ddf\u4f60\u558a”\u6ca1\u627e\u5230”\u3002AI \u81ea\u6108\u7684\u505a\u6cd5\u662f\uff1a\u7ad9\u5728\u5e97\u95e8\u53e3\uff0c\u626b\u4e00\u773c\u73b0\u5728\u7684\u5e03\u5c40\uff0c\u53d1\u73b0\u62db\u724c\u632a\u4e86\uff0c\u81ea\u5df1\u8d70\u8fc7\u53bb\u786e\u8ba4\u65b0\u4f4d\u7f6e\uff0c\u987a\u4fbf\u628a\u4f60\u7684”\u8bb0\u5fc6”\u66f4\u65b0\u6210\u65b0\u5730\u5740\uff0c\u4e0b\u6b21\u76f4\u63a5\u53bb\u5bf9\u5730\u65b9<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                \u6574\u4e2a\u673a\u5236\u8dd1\u8d77\u6765\u662f\u8fd9\u6837\uff1a<\/span><\/p>\n
                \n
                \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
                AI \u81ea\u6108\u673a\u5236\u6d41\u7a0b\uff08\u5f02\u5e38 \u2192 \u5206\u6790 \u2192 \u4fee\u590d\uff09<\/span><\/span><\/span><\/section>\n
                \u81ea\u6108\u5f02\u5e38\u5904\u7406\u4ee3\u7801<\/span><\/span><\/h3>\n
                \u6838\u5fc3\u662f\u4e00\u4e2a\u88c5\u9970\u5668\/\u91cd\u8bd5\u903b\u8f91\u3002\u5b9a\u4f4d\u5931\u8d25\u540e\uff0c\u81ea\u52a8\u628a\u73b0\u573a\u4ea4\u7ed9 AI\uff1a<\/span><\/p>\n
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                  # utils\/self_heal.py<\/span><\/span><\/code>import<\/span> functools, traceback<\/span><\/code>from<\/span> utils.ai_fix import<\/span> ask_ai_for_locator   # \u5c01\u88c5\u5bf9 Cursor\/\u5927\u6a21\u578b\u7684\u8c03\u7528<\/span><\/span><\/code>def<\/span> self_heal<\/span>(max_retry=<\/span>2<\/span><\/span>):<\/span><\/code>    def<\/span> decor<\/span>(func<\/span>):<\/span><\/code>        def<\/span> wrapper<\/span>(*args, **kwargs<\/span>):<\/span><\/code>            for<\/span> i in<\/span> range<\/span>(max_retry):<\/span><\/code>                try<\/span>:<\/span><\/code>                    return<\/span> func(*args, **kwargs)<\/span><\/code>                except<\/span> Exception as<\/span> e:<\/span><\/code>                    # 1) \u622a\u56fe + dump \u5f53\u524d\u9875\u9762 XML<\/span><\/span><\/code>                    d = args[0<\/span>].d<\/span><\/code>                    d.screenshot(f\"heal_<\/span>{func.__name__}<\/span><\/span>_<\/span>{i}<\/span><\/span>.png\"<\/span>)<\/span><\/code>                    xml = d.dump_hierarchy()<\/span><\/code>                    # 2) \u628a\u73b0\u573a\u5582\u7ed9 AI\uff0c\u62ff\u65b0\u5b9a\u4f4d\u5668<\/span><\/span><\/code>                    new_loc = ask_ai_for_locator(str<\/span>(e), xml)<\/span><\/code>                    # 3) \u7528\u65b0\u5b9a\u4f4d\u5668\u91cd\u5199\u672c\u6b21\u64cd\u4f5c\u5e76\u91cd\u8bd5<\/span><\/span><\/code>                    if<\/span> new_loc:<\/span><\/code>                        args[0<\/span>].apply_locator(new_loc)<\/span><\/code>            raise<\/span> RuntimeError(f\"\u81ea\u6108\u5931\u8d25: <\/span>{func.__name__}<\/span><\/span>\"<\/span>)<\/span><\/code>        return<\/span> wrapper<\/span><\/code>    return<\/span> decor<\/span><\/code><\/pre>\n<\/section>\n
                  \u4e09\u4e2a\u771f\u5b9e\u4fee\u590d\u6848\u4f8b<\/span><\/span><\/h3>\n
                  \u6848\u4f8b1\uff1a\u7248\u672c\u5347\u7ea7\u540e resource-id \u53d8\u66f4\uff1a<\/span><\/strong>
                  <\/span><\/p>\n
                  \u67d0\u6b21\u53d1\u5e03\u540e\uff0c\u97f3\u4e50\u5361\u7247\u7684 id \u4ece <\/span>music_card<\/span><\/code> \u53d8\u6210 <\/span>media_card<\/span><\/code>\u3002AI \u5bf9\u6bd4 XML\uff0c\u53d1\u73b0\u6587\u672c\u4ecd\u662f”\u97f3\u4e50”\uff0c\u63a8\u65ad\u63a7\u4ef6\u88ab\u6539\u540d\uff0c\u7ed9\u51fa\u65b0 locator\uff0c\u7528\u4f8b\u590d\u6d3b<\/span><\/p>\n
                  \u6848\u4f8b2\uff1a\u5f39\u7a97\u906e\u6321\uff1a<\/span><\/strong>
                  <\/span><\/p>\n
                  \u8fdb\u5bfc\u822a\u9875\u5148\u5f39”\u540c\u610f\u9690\u79c1”\u5bf9\u8bdd\u6846\u3002AI \u5728\u622a\u56fe\u91cc\u770b\u5230\u906e\u6321\u5c42\uff0c\u751f\u6210”\u5148\u70b9\u5141\u8bb8\u518d\u7ee7\u7eed”\u7684\u903b\u8f91\u3002\u6bd4\u6211\u4eec\u624b\u52a8\u52a0\u5f39\u7a97\u5904\u7406\u7a33\u591a\u4e86<\/span><\/p>\n
                  \u6848\u4f8b3\uff1a\u9875\u9762\u52a0\u8f7d\u6162\u8d85\u65f6\uff1a<\/span><\/strong>
                  <\/span><\/p>\n
                  \u51b7\u542f\u52a8\u8f66\u673a\uff0c\u9996\u5c4f\u8981 5 \u79d2\u624d\u51fa\u3002\u539f\u811a\u672c wait(3) \u4e0d\u591f\u3002AI \u5206\u6790 XML \u53d1\u73b0\u76ee\u6807\u8282\u70b9\u7f3a\u5931\uff0c\u5efa\u8bae\u628a\u7b49\u5f85\u6539\u6210”\u7b49\u5143\u7d20\u51fa\u73b0\u4e3a\u6b62”\u7684\u663e\u5f0f\u7b49\u5f85\uff0c\u8d85\u65f6\u8bbe 10 \u79d2<\/span><\/p>\n
                  \u6548\u679c\uff1a<\/span><\/b>\u63a5\u5165\u81ea\u6108\u540e\uff0c\u5355\u6b21\u56de\u5f52\u56e0\u5b9a\u4f4d\u5931\u6548\u5bfc\u81f4\u7684”\u5047\u5931\u8d25”\uff0c\u4ece\u5e73\u5747 18 \u6761\u964d\u5230 2 \u6761\u4ee5\u5185\u3002\u4fee\u590d\u4e0d\u518d\u5360\u7528\u4eba\u5de5\uff0c\u534a\u591c\u8dd1\u56de\u5f52\u4e5f\u4e0d\u7528\u5fc3\u8df3\u4e86<\/span><\/span><\/section>\n
                  \n
                  \u4e03\u3001CI\/CD\u96c6\u6210\u4e0e\u6570\u636e\u9a71\u52a8<\/span><\/span><\/h2>\n
                  \u811a\u672c\u80fd\u81ea\u8dd1\u4e86\uff0c\u4e0b\u4e00\u6b65\u662f\u8ba9\u5b83\u8fdb\u6d41\u6c34\u7ebf\uff0c\u6bcf\u6b21\u63d0\u4ea4\u81ea\u52a8\u8dd1\u3002\u6211\u4eec\u7528\u7684 Jenkins<\/span><\/p>\n
                  \u5148\u8865\u4e2a\u6982\u5ff5\uff1aCI\/CD \u662f\u4e24\u5957\u8fde\u5728\u4e00\u8d77\u7684\u505a\u6cd5\u3002CI \u662f\u6301\u7eed\u96c6\u6210\uff08Continuous Integration\uff09\uff0c\u610f\u601d\u662f\u5f00\u53d1\u4eba\u5458\u4e00\u63d0\u4ea4\u4ee3\u7801\uff0c\u7cfb\u7edf\u5c31\u81ea\u52a8\u628a\u4ee3\u7801\u62c9\u4e0b\u6765\u3001\u81ea\u52a8\u6784\u5efa\u3001\u81ea\u52a8\u8dd1\u6d4b\u8bd5\u3002CD \u662f\u6301\u7eed\u4ea4\u4ed8\uff08Continuous Delivery\uff09\uff0c\u5728 CI \u57fa\u7840\u4e0a\uff0c\u628a\u901a\u8fc7\u6d4b\u8bd5\u7684\u4ea7\u7269\u81ea\u52a8\u90e8\u7f72\u51fa\u53bb<\/span><\/span><\/p>\n
                  \u653e\u5230\u5ea7\u8231\u6d4b\u8bd5\u91cc\uff0c\u8fd9\u5957\u6d41\u7a0b\u5c31\u662f\uff1a\u4f60\uff08\u6216 Jenkins\uff09\u4e00\u89e6\u53d1\uff0c\u7cfb\u7edf\u81ea\u52a8\u8fde\u4e0a\u8f66\u673a\uff0c\u628a\u5168\u90e8\u7528\u4f8b\u8dd1\u4e00\u904d\uff0c\u81ea\u52a8\u51fa\u62a5\u544a\uff0c\u518d\u8ba9 AI \u628a\u6302\u4e86\u7684\u7528\u4f8b\u5206\u5206\u7c7b\u3001\u5206\u6790\u4e0b\u539f\u56e0\u3002\u4eba\u4e0d\u7528\u5b88\u5728\u65c1\u8fb9\u70b9\uff0c\u4e5f\u4e0d\u7528\u81ea\u5df1\u6328\u4e2a\u770b\u65e5\u5fd7\u3002\u6574\u6761\u56de\u5f52\u4ece”\u4eba\u624b\u9a71\u52a8”\u53d8\u6210\u4e86”\u6d41\u6c34\u7ebf\u9a71\u52a8”<\/span><\/p>\n
                  \u2460 Jenkins pipeline<\/span><\/span><\/h3>\n
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                    # Jenkinsfile\uff08\u8282\u9009\uff09<\/span><\/span><\/code>pipeline {<\/span><\/code>  agent any<\/span><\/span><\/code>  stages {<\/span><\/code>    stage('\u62c9\u4ee3\u7801'<\/span>) { steps { git 'git@xxx:ivitest.git'<\/span> } }<\/span><\/code>    stage('\u8fde\u8f66\u673a'<\/span>) { steps { sh 'adb connect 192.168.1.50:5555'<\/span> } }<\/span><\/code>    stage('\u8dd1pytest'<\/span>) {<\/span><\/code>      steps { sh 'pytest cases\/ --alluredir=reports'<\/span> }<\/span><\/code>    }<\/span><\/code>    stage('AI\u5206\u6790\u5931\u8d25'<\/span>) {<\/span><\/code>      steps { sh 'python utils\/ai_report.py reports'<\/span> }<\/span><\/code>    }<\/span><\/code>  }<\/span><\/code>  post {<\/span><\/code>    always { sh 'allure generate reports -o allure-html'<\/span> }<\/span><\/code>  }<\/span><\/code>}<\/span><\/code><\/pre>\n<\/section>\n
                    \u6700\u540e\u4e00\u6b65 AI \u5206\u6790\u5931\u8d25\uff0c\u5c31\u662f\u628a Allure \u7ed3\u679c\u5582\u7ed9\u5927\u6a21\u578b\u505a\u5f52\u7c7b\uff0c\u751f\u6210\u4e00\u6bb5”\u4eca\u65e5\u5931\u8d25\u5f52\u56e0”\u53d1\u5230\u7fa4\u91cc<\/span><\/p>\n
                    \u2461 \u6570\u636e\u9a71\u52a8\uff1a\u7528 JSON \u7ba1\u7406\u6d4b\u8bd5\u6570\u636e<\/span><\/span><\/h3>\n
                    \u7a7a\u8c03\u7684\u6e29\u5ea6\u7ec4\u5408\u3001\u98ce\u91cf\u6863\u4f4d\u3001\u6a21\u5f0f\u5207\u6362\uff0c\u6392\u5217\u8d77\u6765\u51e0\u5341\u79cd\u3002\u624b\u5199\u7528\u4f8b\u592a\u50bb\u3002\u6211\u4eec\u7528 JSON \u7ba1\u7406\uff0c\u8ba9 AI \u6309\u6a21\u677f\u6279\u91cf\u751f\u6210\uff1a<\/span><\/p>\n
                    \n
                      \n
                    • <\/li>\n
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                    • <\/li>\n
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                    • <\/li>\n<\/ul>\n
                      # data\/hvac_cases.json<\/span><\/span><\/code>{<\/span><\/code>  \"cases\"<\/span>: [<\/span><\/code>    {\"temp\"<\/span>: 22<\/span>, \"fan\"<\/span>: 2<\/span>, \"mode\"<\/span>: \"auto\"<\/span>},<\/span><\/code>    {\"temp\"<\/span>: 26<\/span>, \"fan\"<\/span>: 4<\/span>, \"mode\"<\/span>: \"face\"<\/span>},<\/span><\/code>    {\"temp\"<\/span>: 18<\/span>, \"fan\"<\/span>: 1<\/span>, \"mode\"<\/span>: \"foot\"<\/span>}<\/span><\/code>  ]<\/span><\/code>}<\/span><\/code># cases\/test_hvac_data.py  \u2014\u2014 pytest \u53c2\u6570\u5316<\/span><\/span><\/code>import<\/span> json, pytest<\/span><\/code>data = json.load(open<\/span>(\"data\/hvac_cases.json\"<\/span>))<\/span><\/code>@pytest.mark.parametrize(<\/span>\"c\"<\/span><\/span><\/span>, data[<\/span><\/span>\"cases\"<\/span><\/span><\/span>]<\/span><\/span>)<\/span><\/span><\/code>def<\/span> test_hvac_matrix<\/span>(c<\/span>):<\/span><\/code>    hvac.set_temp(c[\"temp\"<\/span>])<\/span><\/code>    hvac.set_fan(c[\"fan\"<\/span>])<\/span><\/code>    hvac.set_mode(c[\"mode\"<\/span>])<\/span><\/code>    assert<\/span> can.wait_target_temp(c[\"temp\"<\/span>])<\/span><\/code><\/pre>\n<\/section>\n
                      \u2462 \u591a\u53f0\u67b6\u5e76\u884c\u6267\u884c<\/span><\/span><\/h3>\n
                      \u4e00\u53f0\u8f66\u673a\u8dd1\u5168\u91cf\u8981 4 \u5c0f\u65f6\u3002\u6211\u4eec\u540e\u6765\u63a5\u4e86\u4e09\u53f0\u67b6\uff0c\u7528 pytest-xdist \u5206\u7247\uff0c1.5 \u5c0f\u65f6\u641e\u5b9a\u3002AI \u751f\u6210\u7684\u7528\u4f8b\u56e0\u4e3a\u7ed3\u6784\u7edf\u4e00\uff0c\u5206\u7247\u51e0\u4e4e\u96f6\u51b2\u7a81<\/span><\/span><\/p>\n
                      \u5e76\u884c\u6ce8\u610f\u70b9\uff1a<\/span><\/span><\/b>\u591a\u53f0\u67b6\u5171\u7528 CAN \u5206\u6790\u4eea\u65f6\u8981\u5c0f\u5fc3\uff0c\u4fe1\u53f7\u4f1a\u4e32\u3002\u6211\u4eec\u7ed9\u6bcf\u53f0\u67b6\u914d\u72ec\u7acb PCAN \u901a\u9053\uff0c\u9760 .cursorrules \u91cc\u7684 channel \u7ea6\u5b9a\u533a\u5206<\/span><\/p>\n
                      \n
                      \u516b\u3001\u6548\u679c\u5bf9\u6bd4\u3001\u907f\u5751\u4e0e\u884c\u52a8\u6e05\u5355<\/span><\/span><\/h2>\n
                      \u8fd9\u662f\u6211\u4eec\u7ec4\u63a5 AI \u81ea\u52a8\u5316\u534a\u5e74\u540e\u7684\u5bf9\u6bd4\uff1a<\/span><\/p>\n
                      \n
                      \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
                      \u63a5\u5165 AI \u524d\u540e\u7684\u5173\u952e\u6307\u6807\u5bf9\u6bd4\uff08\u7ea2=\u524d\uff0c\u7eff=\u540e\uff09<\/span><\/span><\/span><\/section>\n\n\n\n\n\n\n
                      \n
                      \u6307\u6807<\/span><\/span><\/section>\n<\/th>\n
                      		\n
                      \u4f20\u7edf\u65b9\u5f0f<\/span><\/span><\/section>\n<\/th>\n
                      		\n
                      AI \u8f85\u52a9<\/span><\/span><\/section>\n<\/th>\n<\/tr>\n
                      \n
                      \u5168\u91cf\u56de\u5f52\u8017\u65f6<\/span><\/section>\n<\/td>\n
                      		\n
                      3 \u5929\uff08\u624b\u5de5\uff09<\/span><\/section>\n<\/td>\n
                      		\n
                      4 \u5c0f\u65f6\uff08\u81ea\u52a8+\u81ea\u6108\uff09<\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u811a\u672c\u7ef4\u62a4\u65f6\u95f4<\/span><\/section>\n<\/td>\n
                      		\n
                      \u57fa\u7ebf 100%<\/span><\/section>\n<\/td>\n
                      		\n
                      \u964d\u7ea6 70%<\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u6838\u5fc3\u573a\u666f\u8986\u76d6\u7387<\/span><\/section>\n<\/td>\n
                      		\n
                      \u7ea6 55%<\/span><\/section>\n<\/td>\n
                      		\n
                      \u7ea6 82%<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                      5\u4e2a\u5fc5\u987b\u77e5\u9053\u7684\u5751<\/span><\/span><\/h3>\n\n\n\n\n\n\n\n
                      \n
                      \u57511\uff1aAI \u751f\u6210\u7684\u4ee3\u7801\u5fc5\u987b\u4eba\u5de5 review<\/span><\/strong>
                      <\/span><\/span><\/section>\n
                      \u5b83\u5076\u5c14\u4f1a”\u60f3\u5f53\u7136”\uff0c\u6bd4\u5982\u628a\u4fe1\u53f7\u5206\u8fa8\u7387\u7b97\u9519\u3001\u628a\u7b49\u5f85\u65f6\u95f4\u8bbe\u592a\u77ed\u3002\u6211\u4eec\u7684\u89c4\u77e9\uff1aAI \u751f\u6210\u7684\u4ee3\u7801\u5408\u5165\u524d\uff0c\u7ec4\u957f\u8fc7\u4e00\u904d<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u57512\uff1aCAN \u65f6\u5e8f AI \u7406\u89e3\u4e0d\u51c6<\/span><\/strong>
                      <\/span><\/span><\/section>\n
                      \u54ea\u4e9b\u4fe1\u53f7\u8981\u5148\u53d1\u3001\u95f4\u9694\u591a\u5c11\u6beb\u79d2\uff0cAI \u7ecf\u5e38\u62cd\u8111\u888b\u3002\u8fd9\u5757\u6211\u90fd\u662f\u628a DBC \u548c\u65f6\u5e8f\u6587\u6863\u5582\u8db3\uff0c\u518d\u4eba\u5de5\u6838\u5bf9<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u57513\uff1a\u591a\u5c4f\u64cd\u4f5c AI \u5bb9\u6613\u6df7\u6dc6<\/span><\/strong>
                      <\/span><\/span><\/section>\n
                      \u4e3b\u9a7e\u5c4f\u548c\u526f\u9a7e\u5c4f\u63a7\u4ef6 id \u53ef\u80fd\u91cd\u540d\uff0cAI \u6709\u65f6\u70b9\u9519\u5c4f\u3002\u6211\u5728 .cursorrules \u91cc\u5f3a\u5236\u8981\u6c42\u5199\u660e\u76ee\u6807\u5c4f<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u57514\uff1a.cursorrules \u8981\u6301\u7eed\u8fed\u4ee3<\/span><\/strong>
                      <\/span><\/span><\/section>\n
                      \u9879\u76ee\u89c4\u8303\u5728\u53d8\uff0c\u914d\u7f6e\u4e0d\u66f4\u65b0\uff0cAI \u5c31\u4f1a\u9000\u5316\u3002\u628a\u5b83\u5f53\u6210\u4ee3\u7801\u4e00\u90e8\u5206\uff0c\u8ddf\u7740\u7248\u672c\u63d0\u4ea4<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n
                      \n
                      \u57515\uff1aAI \u4e0d\u9002\u5408\u5199\u590d\u6742\u72b6\u6001\u673a\u7528\u4f8b\u3002<\/span><\/strong>\u6bd4\u5982”\u8fde\u7eed\u4e94\u6b21\u6025\u5239\u540e\u7684\u4eea\u8868\u544a\u8b66\u903b\u8f91”\uff0c\u72b6\u6001\u8df3\u8f6c\u592a\u591a\uff0cAI \u5bb9\u6613\u6f0f\u5206\u652f\u3002\u8fd9\u79cd\u6838\u5fc3\u7528\u4f8b\u8fd8\u662f\u4eba\u5199\u66f4\u7a33<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                      10\u6761\u884c\u52a8\u6e05\u5355<\/span><\/span><\/h3>\n
                        \n
                      1. \n
                        \u88c5\u597d Cursor\uff0c\u5efa\u4e00\u4e2a\u8f66\u673a\u6d4b\u8bd5\u4e13\u7528\u9879\u76ee<\/span><\/span><\/section>\n<\/li>\n
                      2. \n
                        \u5199\u597d\u7b2c\u4e00\u7248 <\/span><\/span>.cursorrules<\/span><\/span><\/code>\uff0c\u5148\u628a\u6280\u672f\u6808\u548c\u7981\u7528\u5750\u6807\u5199\u8fdb\u53bb<\/span><\/span><\/section>\n<\/li>\n
                      3. \n
                        \u7528 uiautomator2 + python-can \u8dd1\u901a\u4e00\u6761\u6700\u5c0f\u7528\u4f8b\uff08\u542b\u4fe1\u53f7\u6821\u9a8c\uff09<\/span><\/span><\/section>\n<\/li>\n
                      4. \n
                        \u628a\u8fd9\u6761\u7528\u4f8b\u7684\u7ed3\u6784\uff08POM\uff09\u56fa\u5b9a\u4e0b\u6765\uff0c\u4f5c\u4e3a AI \u7684”\u6a21\u677f”<\/span><\/span><\/section>\n<\/li>\n
                      5. \n
                        \u52a0\u622a\u56fe+XML \u7684\u81ea\u6108\u903b\u8f91\uff0c\u8ba9\u811a\u672c\u80fd\u81ea\u5df1\u4fee\u5b9a\u4f4d<\/span><\/span><\/section>\n<\/li>\n
                      6. \n
                        \u7528 JSON\/Excel \u628a\u6d4b\u8bd5\u6570\u636e\u62bd\u51fa\u6765\uff0c\u505a\u53c2\u6570\u5316<\/span><\/span><\/section>\n<\/li>\n
                      7. \n
                        \u63a5 Jenkins\uff0c\u6bcf\u6b21\u63d0\u4ea4\u81ea\u52a8\u8dd1\u56de\u5f52<\/span><\/span><\/section>\n<\/li>\n
                      8. \n
                        \u52a0\u4e00\u6b65 AI \u5931\u8d25\u5f52\u56e0\uff0c\u628a\u62a5\u544a\u53d1\u5230\u56e2\u961f\u7fa4<\/span><\/span><\/section>\n<\/li>\n
                      9. \n
                        \u591a\u53f0\u67b6\u5e76\u884c\uff0c\u628a\u56de\u5f52\u538b\u5230 2 \u5c0f\u65f6\u5185<\/span><\/span><\/section>\n<\/li>\n
                      10. \n
                        \u6bcf\u5468\u590d\u76d8 AI \u751f\u6210\u4ee3\u7801\u7684\u5931\u8bef\uff0c\u53cd\u54fa .cursorrules<\/span><\/span><\/section>\n<\/li>\n<\/ol>\n
                        <\/mp-style-type><\/p>\n","protected":false},"excerpt":{"rendered":"
                        \u667a\u80fd\u5ea7\u8231\u9879\u76ee\uff0c\u8f66\u673a\u5927\u5c4f\u52a0\u4eea\u8868\u52a0\u526f\u9a7e\u5c4f\uff0c\u7248\u672c\u8fed\u4ee3\u5feb\u5f97\u50cf\u5750\u706b\u7bad\u3002\u6bcf\u4e24\u5468\u4e00\u4e2a\u7248\u672c\uff0c\u53d1\u7248\u524d\u5fc5\u505a\u5168\u91cf\u56de\u5f52 \u90a3\u65f6\u5019\u6211\u7ec4\u4e09\u4e2a […]<\/p>\n","protected":false},"author":3,"featured_media":86,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-87","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automotive-electronic"],"_links":{"self":[{"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/posts\/87","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/comments?post=87"}],"version-history":[{"count":1,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/posts\/87\/revisions"}],"predecessor-version":[{"id":195,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/posts\/87\/revisions\/195"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/media\/86"}],"wp:attachment":[{"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/media?parent=87"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/categories?post=87"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deartester.com\/index.php\/wp-json\/wp\/v2\/tags?post=87"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}