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\/>\n\u8fd9\u5c31\u50cf\u5728\u8bf4&#xff1a;\u201c\u6211\u731c\u662f\u4e0d\u662f\u56e0\u4e3a\u4ed6\u5de6\u811a\u7684\u7a74\u4f4d\u4e0d\u901a&#xff0c;\u624e\u4e00\u9488\u8bd5\u8bd5&#xff1f;\u201d<\/p>\n<p>\u5f00\u59cb\u5bf9AI\u8bf4&#xff1a;\u201c\u6211\u6000\u7591\u8fd9\u4e2a\u9875\u9762\/\u51fd\u6570\u7684\u6027\u80fd\u6709\u95ee\u9898\u3002\u8bf7\u5e2e\u6211\u8bbe\u8ba1\u4e00\u4e2a\u2018\u4ee3\u7801\u63d2\u6869\u2019\u65b9\u6848\u3002\u5728\u8fd9\u4e2a\u51fd\u6570\/\u9875\u9762\u7684\u5173\u952e\u903b\u8f91&#xff08;\u5982\u6570\u636e\u5904\u7406\u3001UI\u6e32\u67d3\u3001\u5f02\u6b65\u56de\u8c03&#xff09;\u7684\u5f00\u59cb\u548c\u7ed3\u675f\u70b9&#xff0c;\u63d2\u5165\u9ad8\u7cbe\u5ea6\u7684\u65f6\u95f4\u6233\u6253\u5370\u3002\u6211\u8981\u901a\u8fc7\u91cf\u5316\u7684\u65e5\u5fd7&#xff0c;\u6765\u7cbe\u786e\u6355\u6349\u5230\u5e95\u662f\u54ea\u4e2a\u2018\u4ee3\u7801\u5757\u2019\u6d88\u8017\u4e86\u6700\u591a\u7684\u65f6\u95f4\u3002\u201d<\/p>\n<p>\u4f60\u7684\u89d2\u8272&#xff0c;\u5fc5\u987b\u4ece\u4e00\u4e2a\u9760\u7ecf\u9a8c\u201c\u8c03\u7406\u201d\u7684\u201c\u8001\u4e2d\u533b\u201d&#xff0c;\u8fdb\u5316\u4e3a\u4e00\u4e2a\u9760\u6570\u636e\u201c\u624b\u672f\u201d\u7684\u201c\u5fc3\u80f8\u5916\u79d1\u4e3b\u4efb\u201d\u3002<\/p>\n<h4>\u89e3\u51b3\u65b9\u6848&#xff1a;\u201c\u4ee3\u7801\u63d2\u6869\u5f0f\u6027\u80fd\u74f6\u9888\u52d8\u63a2\u534f\u8bae\u201d<\/h4>\n<p>\u60f3\u628a\u4f60\u7684\u6027\u80fd\u4f18\u5316\u5de5\u4f5c\u4ece\u201c\u7384\u5b66\u201d\u62c9\u56de\u5230\u201c\u79d1\u5b66\u201d&#xff1f;\u5f53\u4f60\u9762\u5bf9\u4e00\u4e2a\u770b\u4e0d\u89c1\u7684\u6027\u80fd\u74f6\u9888\u65f6&#xff0c;\u7acb\u523b\u542f\u52a8\u8fd9\u5957\u6211\u4e3a\u4f60\u8bbe\u8ba1\u7684**\u201c\u4ee3\u7801\u63d2\u6869\u5f0f\u6027\u80fd\u74f6\u9888\u52d8\u63a2\u534f\u8bae\u201d&#xff08;Code-Instrumentation Bottleneck-Prospecting Protocol, CIBP&#xff09;**\u3002<\/p>\n<p>\u6307\u4ee4\u793a\u4f8b&#xff1a;<br \/>\n\u201c\u8eab\u4efd&#xff1a;\u6027\u80fd\u5916\u79d1\u533b\u751f\u3002<br \/>\n\u6211\u7684\u4efb\u52a1\u662f&#xff1a;\u63d0\u4f9b\u4e00\u6bb5\u6211\u6000\u7591\u5b58\u5728\u6027\u80fd\u74f6\u9888\u7684ArkTS\u4ee3\u7801&#xff08;\u4f8b\u5982&#xff0c;\u4e00\u4e2a\u590d\u6742\u7684build\u51fd\u6570&#xff0c;\u6216\u4e00\u4e2a\u6570\u636e\u5904\u7406\u51fd\u6570&#xff09;\u3002<br \/>\n\u4f60\u7684\u4efb\u52a1\u662f&#xff1a;<br \/>\n1.  **\u8bc6\u522b\u5173\u952e\u63a2\u67e5\u70b9 (Identify Probe Points)**&#xff1a;\u5206\u6790\u6211\u7684\u4ee3\u7801&#xff0c;\u627e\u51fa\u6240\u6709\u6f5c\u5728\u7684\u8017\u65f6\u64cd\u4f5c&#xff0c;\u4f8b\u5982&#xff1a;\u590d\u6742\u7684\u5faa\u73af\u3001\u6df1\u62f7\u8d1d\u3001\u6570\u636e\u8f6c\u6362\u3001UI\u7ec4\u4ef6\u7684\u521b\u5efa\u7b49\u3002\u8fd9\u4e9b\u5c31\u662f\u6211\u4eec\u9700\u8981\u63d2\u5165\u201c\u63a2\u9488\u201d\u7684\u5730\u65b9\u3002<br \/>\n2.  **\u751f\u6210\u63d2\u6869\u4ee3\u7801 (Generate Instrumented Code)**&#xff1a;\u91cd\u5199\u6211\u7684\u4ee3\u7801&#xff0c;\u5728\u6bcf\u4e00\u4e2a\u5173\u952e\u63a2\u67e5\u70b9\u7684\u201c\u5165\u53e3\u201d\u548c\u201c\u51fa\u53e3\u201d&#xff0c;\u90fd\u63d2\u5165\u9ad8\u7cbe\u5ea6\u7684\u65f6\u95f4\u6d4b\u91cf\u903b\u8f91&#xff08;\u4f8b\u5982&#xff0c;\u4f7f\u7528console.time\u548cconsole.timeEnd&#xff0c;\u6216\u66f4\u7cbe\u786e\u7684Date.now()&#xff09;\u3002<br \/>\n3.  **\u8bbe\u8ba1\u53ef\u8bfb\u65e5\u5fd7 (Design Readable Logs)**&#xff1a;\u786e\u4fdd\u6253\u5370\u51fa\u7684\u65e5\u5fd7\u683c\u5f0f\u6e05\u6670\u3001\u6613\u4e8e\u5206\u6790\u3002\u6bcf\u4e00\u6761\u8017\u65f6\u65e5\u5fd7\u90fd\u5e94\u8be5\u5305\u542b\u4e00\u4e2a\u552f\u4e00\u7684\u201c\u63a2\u67e5\u70b9\u540d\u79f0\u201d\u548c\u7cbe\u786e\u7684\u201c\u8017\u65f6&#xff08;\u6beb\u79d2&#xff09;\u201d\u3002<br \/>\n4.  **\u6307\u5bfc\u5206\u6790\u65b9\u6cd5 (Guide Analysis Method)**&#xff1a;\u544a\u8bc9\u6211\u5982\u4f55\u5728DevEco Studio\u7684\u65e5\u5fd7\u9762\u677f&#xff08;Logcat&#xff09;\u4e2d&#xff0c;\u901a\u8fc7\u8fc7\u6ee4\u5668\u6765\u53ea\u770b\u6211\u7684\u6027\u80fd\u65e5\u5fd7&#xff0c;\u5e76\u5982\u4f55\u6839\u636e\u8fd9\u4e9b\u91cf\u5316\u7684\u6570\u636e&#xff0c;\u6765\u5b9a\u4f4d\u771f\u6b63\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<p>&#8212; \u5f85\u52d8\u63a2\u7684\u4ee3\u7801 &#8212;<br \/>\n[\u5728\u8fd9\u91cc\u7c98\u8d34\u4f60\u6000\u7591\u6709\u6027\u80fd\u95ee\u9898\u7684\u4ee3\u7801\u7247\u6bb5]<br \/>\n&#8212;<br \/>\n\u5f00\u59cb\u4f60\u7684\u6027\u80fd\u624b\u672f\u5427\u3002<\/p>\n<h4>****<\/h4>\n<p>\u3010\u4e4b\u524d\u3011\u4f60\u7684\u201c\u70bc\u4e39\u7089\u201d<\/p>\n<ul>\n<li>\u4f60\u7684\u505a\u6cd5&#xff1a;\u4f60\u89c9\u5f97\u4e00\u4e2aforEach\u5faa\u73af\u53ef\u80fd\u6162&#xff0c;\u5c31\u628a\u5b83\u6539\u6210\u4e86for&#8230;of\u3002\u4f60\u89c9\u5f97\u4e00\u4e2a\u5bf9\u8c61\u6df1\u62f7\u8d1d\u53ef\u80fd\u6162&#xff0c;\u5c31\u628a\u5b83\u6539\u6210\u4e86\u6d45\u62f7\u8d1d\u3002\u4f60\u6539\u4e86\u5341\u51e0\u4e2a\u5730\u65b9&#xff0c;\u6bcf\u6b21\u90fd\u9760\u201c\u4f53\u611f\u201d\u53bb\u5224\u65ad\u662f\u5426\u53d8\u5feb\u4e86\u3002<\/li>\n<li>\u4f60\u7684\u7ed3\u679c&#xff1a;\u5361\u987f\u4f9d\u65e7&#xff0c;\u4f46\u4ee3\u7801\u56e0\u4e3a\u5404\u79cd\u201c\u5fae\u64cd\u201d\u53d8\u5f97\u96be\u4ee5\u7ef4\u62a4&#xff0c;\u8fd8\u53ef\u80fd\u56e0\u4e3a\u628a\u6df1\u62f7\u8d1d\u6539\u6210\u6d45\u62f7\u8d1d\u800c\u5f15\u5165\u4e86\u65b0\u7684Bug\u3002<\/li>\n<\/ul>\n<p>\u3010\u4e4b\u540e\u3011\u4f7f\u7528\u201c\u6027\u80fd\u52d8\u63a2\u534f\u8bae\u201d<\/p>\n<ul>\n<li>\u4f60\u7684\u201c\u534f\u8bae\u201d\u8bf7\u6c42&#xff1a;\u5c06\u4f60\u90a3\u4e2a\u590d\u6742\u7684build\u51fd\u6570\u4e22\u7ed9AI\u201c\u5916\u79d1\u533b\u751f\u201d\u3002<\/li>\n<li>AI\u201c\u533b\u751f\u201d\u751f\u6210\u7684\u201c\u5e26\u663e\u5f71\u5242\u201d\u7684\u4ee3\u7801&#xff1a;\n<p>\u6027\u80fd\u52d8\u63a2\u4ee3\u7801&#xff1a;<\/p>\n<p><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">time<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.build_Total&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">time<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.data_processing&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> processedData <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">heavyDataProcessing<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>sourceData<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">timeEnd<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.data_processing&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token function\">Column<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">time<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.ForEach_rendering&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ForEach<\/span><span class=\"token punctuation\">(<\/span><br \/>\n      processedData<span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token punctuation\">(<\/span>item<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ &#8230;<\/span><br \/>\n        <span class=\"token function\">MyListItem<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> item<span class=\"token operator\">:<\/span> item <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token punctuation\">(<\/span>item<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> item<span class=\"token punctuation\">.<\/span>id<br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">timeEnd<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.ForEach_rendering&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><\/p>\n<p>  <span class=\"token builtin\">console<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">timeEnd<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;MyList.build_Total&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u65e5\u5fd7\u5206\u6790\u6307\u5357&#xff1a;<br \/>\n\u5728Logcat\u4e2d&#xff0c;\u4f7f\u7528\u8fc7\u6ee4\u5668MyList\u3002\u8fd0\u884c\u4f60\u7684\u5e94\u7528\u5e76\u6ed1\u52a8\u5217\u8868\u3002\u4f60\u5c06\u4f1a\u770b\u5230\u7c7b\u4f3c\u8fd9\u6837\u7684\u65e5\u5fd7&#xff1a;<br \/>\nMyList.data_processing: 3.45ms<br \/>\nMyList.ForEach_rendering: 25.82ms<br \/>\nMyList.build_Total: 29.50ms<\/p>\n<p>\u8bca\u65ad\u7ed3\u8bba&#xff1a;<br \/>\n\u4ece\u6570\u636e\u4e0a\u770b&#xff0c;87%\u7684\u65f6\u95f4\u90fd\u6d88\u8017\u5728\u4e86ForEach\u7684\u6e32\u67d3\u4e0a&#xff0c;\u800c\u6570\u636e\u5904\u7406\u672c\u8eab\u975e\u5e38\u5feb\u3002\u56e0\u6b64&#xff0c;\u4f60\u7684\u4f18\u5316\u91cd\u70b9\u5e94\u8be5\u653e\u5728MyListItem\u7ec4\u4ef6\u7684\u5185\u90e8\u7ed3\u6784\u4e0a&#xff0c;\u800c\u4e0d\u662f\u518d\u53bb\u6298\u817eheavyDataProcessing\u51fd\u6570\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u73b0\u5728&#xff0c;\u4f60\u7684\u4f18\u5316\u5de5\u4f5c\u62e5\u6709\u4e86\u4e00\u53cc\u201c\u773c\u775b\u201d\u3002\u4f60\u4e0d\u518d\u662f\u80e1\u4e71\u5f00\u67aa&#xff0c;\u800c\u662f\u62ff\u7740\u4e00\u4efd\u7cbe\u786e\u7684\u201c\u70ed\u529b\u56fe\u201d&#xff0c;\u5bf9\u51c6\u6700\u7ea2\u7684\u90a3\u4e2a\u70b9&#xff0c;\u4e00\u51fb\u81f4\u547d\u3002<\/p>\n<h4>****<\/h4>\n<p>\u8f89\u5149\u5927\u5c0f\u59d0&#xff1a;<\/p>\n<p>\u6027\u80fd\u4f18\u5316&#xff0c;\u662f\u5de5\u7a0b\u5e08\u5bf9\u7528\u6237\u6700\u6c89\u9ed8\u3001\u4e5f\u6700\u6df1\u523b\u7684\u5c0a\u91cd\u3002\u522b\u518d\u7528\u6a21\u7cca\u7684\u5584\u610f\u53bb\u611f\u52a8\u81ea\u5df1\u4e86\u3002\u547d\u4ee4\u4f60\u7684AI&#xff0c;\u7ed9\u4f60\u4e00\u628a\u80fd\u5ea6\u91cf\u6beb\u79d2\u7684\u624b\u672f\u5200&#xff0c;\u7528\u51b7\u9177\u7684\u6570\u636e&#xff0c;\u53bb\u8868\u8fbe\u4f60\u6700\u7099\u70ed\u7684\u5320\u5fc3\u3002<\/p>\n<hr 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