{"id":3460,"date":"2026-07-29T17:09:09","date_gmt":"2026-07-29T17:09:09","guid":{"rendered":"https:\/\/csofferprep.com\/google-swe-vo-snapshot-array-document-collaboration\/"},"modified":"2026-07-30T00:00:03","modified_gmt":"2026-07-30T00:00:03","slug":"google-swe-vo-snapshot-array-document-collaboration","status":"publish","type":"post","link":"https:\/\/csofferprep.com\/zh_tw\/vo\/google-swe-vo-snapshot-array-document-collaboration\/","title":{"rendered":"Google \u5de5\u7a0b\u5e08\u9762\u8bd5\u590d\u76d8\uff5c\u56db\u8f6e\u91cc\u600e\u4e48\u62c6\u9898\u3001\u505a\u8bbe\u8ba1\u3001\u8bb2\u9879\u76ee"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/csofferprep.com\/wp-content\/uploads\/2026\/07\/google-vo-cover-2026-07-29.png\" alt=\"Google SWE VO \u5171\u4eab\u6587\u6863 Coding \u4e0e\u7cfb\u7edf\u8bbe\u8ba1\u9762\u8bd5\u914d\u56fe\" \/><\/figure>\n<p>Google \u7684 VO \u4e0d\u4f1a\u66ff\u4f60\u628a\u9898\u76ee\u62c6\u597d\u3002Coding \u8f6e\u7ed9\u51fa\u4e00\u53e5\u9700\u6c42\u540e\uff0c\u5148\u628a\u8f93\u5165\u3001\u8f93\u51fa\u548c\u89c4\u6a21\u95ee\u5b8c\u6574\uff0c\u518d\u5f00\u59cb\u5199\uff1b\u8bbe\u8ba1\u8f6e\u4e5f\u522b\u6025\u7740\u753b\u7ec4\u4ef6\uff0c\u5148\u5b9a\u8bfb\u5199\u8def\u5f84\u548c\u6700\u5bb9\u6613\u51fa\u9519\u7684\u8fb9\u754c\u3002\u56db\u8f6e\u8fde\u5728\u4e00\u8d77\uff0c\u80fd\u4e0d\u80fd\u628a\u63a8\u7406\u8bb2\u5f97\u6e05\u695a\uff0c\u6bd4\u80cc\u51fa\u51e0\u4e2a\u6a21\u677f\u66f4\u91cd\u8981\u3002<\/p>\n<h2>\u7b2c\u4e00\u9762\uff1a\u628a\u5feb\u7167\u6570\u7ec4\u5199\u6210\u53ef\u67e5\u8be2\u7684\u7248\u672c\u5386\u53f2<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u5b9e\u73b0\u4e00\u4e2a <code>SnapshotArray<\/code>\u3002\u6570\u7ec4\u652f\u6301 <code>set(index, value)<\/code>\u3001<code>snap()<\/code> \u548c <code>get(index, snap_id)<\/code>\uff1b<code>get<\/code> \u5fc5\u987b\u8fd4\u56de\u67d0\u4e2a\u5386\u53f2\u7248\u672c\u91cc\u8be5\u4f4d\u7f6e\u7684\u503c\u3002\u8ffd\u95ee\u662f\uff1a\u6570\u7ec4\u5f88\u5927\u3001\u4f46\u6bcf\u6b21\u53ea\u6539\u5c11\u91cf\u4f4d\u7f6e\u65f6\uff0c\u600e\u6837\u907f\u514d\u6574\u4efd\u590d\u5236\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u6bcf\u4e2a\u4e0b\u6807\u5355\u72ec\u5b58\u4e00\u6bb5\u6309 <code>snap_id<\/code> \u9012\u589e\u7684\u53d8\u66f4\u8bb0\u5f55\uff0c\u521d\u59cb\u653e\u5165 <code>(0, 0)<\/code>\u3002<code>set<\/code> \u5982\u679c\u4ecd\u5904\u5728\u540c\u4e00\u4e2a\u5feb\u7167\u7f16\u53f7\uff0c\u76f4\u63a5\u8986\u76d6\u8bb0\u5f55\u5c3e\u90e8\uff1b\u5426\u5219\u8ffd\u52a0\u4e00\u6761\u3002<code>get<\/code> \u5bf9\u8be5\u4e0b\u6807\u7684\u8bb0\u5f55\u505a\u4e8c\u5206\uff0c\u627e\u4e0d\u5927\u4e8e\u76ee\u6807 <code>snap_id<\/code> \u7684\u6700\u540e\u4e00\u9879\u3002\u8fd9\u6837\u6bcf\u6b21\u4fee\u6539\u4e0d\u590d\u5236\u6574\u4efd\u6570\u7ec4\uff0c\u67e5\u8be2\u4e5f\u4e0d\u626b\u63cf\u5386\u53f2\u7248\u672c\u3002\u5199\u5b8c\u540e\u7528\u201c\u540c\u4e00\u8f6e\u591a\u6b21 set\u201d\u201c\u4ece\u672a set \u7684\u4e0b\u6807\u201d\u201c\u8fde\u7eed\u4e24\u6b21 snap\u201d\u4e09\u7ec4\u8f93\u5165\u624b\u63a8\u4e00\u904d\u3002Google \u7684\u5019\u9009\u8bb0\u5f55\u91cc\u51fa\u73b0\u8fc7 Snapshot Array \u53ca\u7a7a\u95f4\u8ffd\u95ee\uff0c<a href=\"https:\/\/interviewpilot.dev\/interview-experiences\/google\" target=\"_blank\" rel=\"noopener\">\u8fd9\u4efd L4 \u8bb0\u5f55<\/a>\u9002\u5408\u62ff\u6765\u7ec3\u4e60\u628a\u6570\u636e\u7ed3\u6784\u9009\u62e9\u8bf4\u900f\u3002<\/p>\n<p><strong>\u590d\u6742\u5ea6<\/strong>\uff1a<code>set<\/code> \u548c <code>snap<\/code> \u4e3a O(1)\uff0c<code>get<\/code> \u4e3a O(log k)\uff0ck \u4e3a\u8be5\u4e0b\u6807\u53d1\u751f\u8fc7\u7684\u4fee\u6539\u6b21\u6570\u3002<\/p>\n<h2>\u7b2c\u4e8c\u9762\uff1a\u7ed9\u7f51\u7edc\u56fe\u627e\u5173\u952e\u8fde\u63a5<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u7ed9\u4e00\u5f20\u65e0\u5411\u7f51\u7edc\u56fe\uff0c\u627e\u51fa\u5220\u6389\u540e\u4f1a\u8ba9\u7f51\u7edc\u65ad\u5f00\u7684\u8fb9\u3002\u8282\u70b9\u6570\u548c\u8fb9\u6570\u90fd\u5f88\u5927\uff0c\u8981\u6c42\u5728\u7ebf\u6027\u65f6\u95f4\u5185\u5b8c\u6210\u3002\u9762\u8bd5\u5b98\u8ffd\u95ee\uff1a\u4e3a\u4ec0\u4e48 DFS \u56de\u9000\u65f6\u4e0d\u80fd\u53ea\u770b\u90bb\u5c45\u7f16\u53f7\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u8282\u70b9\u8bb0\u5f55\u9996\u6b21\u8bbf\u95ee\u65f6\u95f4 <code>disc<\/code> \u548c\u80fd\u901a\u8fc7\u56de\u8fb9\u5230\u8fbe\u7684\u6700\u5c0f\u65f6\u95f4 <code>low<\/code>\u3002\u6cbf\u6811\u8fb9\u8bbf\u95ee child \u540e\uff0c\u66f4\u65b0 <code>low[u] = min(low[u], low[child])<\/code>\uff1b\u5f53 <code>low[child] &gt; disc[u]<\/code> \u65f6\uff0c<code>u-child<\/code> \u5c31\u662f\u6865\u3002\u9047\u5230\u5df2\u8bbf\u95ee\u7684\u90bb\u5c45\u65f6\uff0c\u53ea\u6709\u5b83\u4e0d\u662f parent \u624d\u80fd\u7528 <code>disc[neighbor]<\/code> \u66f4\u65b0 <code>low<\/code>\u3002\u628a parent \u4f5c\u4e3a\u8fb9 id \u800c\u4e0d\u662f\u8282\u70b9 id \u4f20\u4e0b\u53bb\uff0c\u53ef\u4ee5\u5904\u7406\u5e73\u884c\u8fb9\u3002\u56fe\u4e0d\u8fde\u901a\u65f6\u4ece\u6bcf\u4e2a\u672a\u8bbf\u95ee\u8282\u70b9\u91cd\u65b0\u542f\u52a8 DFS\u3002<\/p>\n<p><strong>\u590d\u6742\u5ea6<\/strong>\uff1a\u65f6\u95f4 O(V + E)\uff0c\u7a7a\u95f4 O(V)\u3002<\/p>\n<h2>\u7b2c\u4e09\u9762\uff1a\u4e3a\u6587\u6863\u534f\u4f5c\u670d\u52a1\u8865\u4e0a\u79bb\u7ebf\u7f16\u8f91<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u8bbe\u8ba1\u4e00\u4e2a\u591a\u4eba\u534f\u4f5c\u6587\u6863\u670d\u52a1\u3002\u7528\u6237\u53ef\u79bb\u7ebf\u7f16\u8f91\uff0c\u91cd\u65b0\u8054\u7f51\u540e\u8981\u770b\u5230\u81ea\u5df1\u7684\u4fee\u6539\uff0c\u4e5f\u4e0d\u80fd\u628a\u5176\u4ed6\u4eba\u7684\u66f4\u65b0\u76f4\u63a5\u8986\u76d6\u3002\u8981\u6c42\u8bf4\u660e\u540c\u6b65\u534f\u8bae\u3001\u51b2\u7a81\u5904\u7406\u548c\u8bfb\u53d6\u5ef6\u8fdf\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u5ba2\u6237\u7aef\u7ed9\u6bcf\u6b21\u7f16\u8f91\u5206\u914d\u7a33\u5b9a\u7684 operation id\uff0c\u5e76\u628a\u64cd\u4f5c\u5148\u5199\u5165\u672c\u5730\u961f\u5217\u3002\u670d\u52a1\u7aef\u6309 document id \u5206\u533a\u6301\u4e45\u5316\u64cd\u4f5c\u65e5\u5fd7\uff0c\u518d\u6309\u7248\u672c\u5411\u5728\u7ebf\u5ba2\u6237\u7aef\u63a8\u9001\u3002\u6587\u672c\u7f16\u8f91\u4f7f\u7528\u4f4d\u7f6e\u53d8\u6362\u6216 CRDT \u5904\u7406\u5e76\u53d1\u63d2\u5165\u4e0e\u5220\u9664\uff1b\u56fe\u7247\u3001\u6807\u9898\u7b49\u6574\u5757\u5b57\u6bb5\u7528\u7248\u672c\u53f7\u548c\u663e\u5f0f\u51b2\u7a81\u63d0\u793a\uff0c\u4e0d\u628a\u6700\u540e\u5199\u5165\u6084\u6084\u541e\u6389\u3002\u6587\u6863\u5feb\u7167\u5b9a\u671f\u843d\u5e93\uff0c\u5ba2\u6237\u7aef\u8fdb\u5165\u65f6\u5148\u62ff\u6700\u65b0\u5feb\u7167\u518d\u56de\u653e\u540e\u7eed\u64cd\u4f5c\u3002\u79bb\u7ebf\u961f\u5217\u91cd\u4f20\u4f9d\u8d56 operation id \u53bb\u91cd\uff0c\u670d\u52a1\u7aef\u786e\u8ba4\u540e\u518d\u5220\u9664\u672c\u5730\u8bb0\u5f55\u3002\u8bbe\u8ba1\u65f6\u8981\u5148\u786e\u8ba4\u534f\u4f5c\u5bf9\u8c61\u662f\u7eaf\u6587\u672c\u3001\u5bcc\u6587\u672c\u8fd8\u662f\u4efb\u610f\u7ec4\u4ef6\uff0c\u56e0\u4e3a\u4e09\u8005\u7684\u5408\u5e76\u89c4\u5219\u5dee\u522b\u5f88\u5927\u3002<\/p>\n<h2>\u7b2c\u56db\u9762\uff1aGoogliness \u4e0d\u53ea\u95ee\u201c\u4f60\u600e\u4e48\u5408\u4f5c\u201d<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u8bb2\u4e00\u6b21\u4f60\u4e0d\u540c\u610f\u8d1f\u8d23\u4eba\u65b9\u6848\u3001\u4f46\u9879\u76ee\u65f6\u95f4\u5df2\u7ecf\u5f88\u7d27\u7684\u7ecf\u5386\u3002\u5bf9\u65b9\u63a5\u7740\u95ee\uff1a\u4f60\u7528\u4ec0\u4e48\u4fe1\u606f\u5224\u65ad\u8be5\u575a\u6301\uff0c\u6700\u540e\u600e\u6837\u8ba9\u56e2\u961f\u7ee7\u7eed\u5f80\u524d\u8d70\uff1f<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u5f00\u5934\u53ea\u4ea4\u4ee3\u51b2\u7a81\u70b9\u548c\u5f71\u54cd\u8303\u56f4\u3002\u63a5\u7740\u8bf4\u4f60\u505a\u4e86\u54ea\u4e9b\u9a8c\u8bc1\uff0c\u4f8b\u5982\u6bd4\u5bf9\u9519\u8bef\u7387\u3001\u538b\u6d4b\u4e24\u5957\u65b9\u6848\uff0c\u6216\u627e\u51fa\u4f9d\u8d56\u65b9\u7684\u622a\u6b62\u65f6\u95f4\u3002\u63d0\u51fa\u4e0d\u540c\u610f\u89c1\u65f6\uff0c\u628a\u65b9\u6848\u3001\u6210\u672c\u548c\u98ce\u9669\u653e\u5728\u540c\u4e00\u5f20\u8868\u91cc\uff0c\u522b\u628a\u8ba8\u8bba\u53d8\u6210\u4eba\u8eab\u5224\u65ad\u3002\u7ed3\u5c3e\u8bf4\u660e\u51b3\u7b56\u3001\u4f60\u627f\u62c5\u7684\u540e\u7eed\u52a8\u4f5c\uff0c\u4ee5\u53ca\u4e0a\u7ebf\u540e\u7528\u4ec0\u4e48\u6307\u6807\u786e\u8ba4\u7ed3\u679c\u3002Google L3 \u5019\u9009\u4eba\u7684 VO \u8bb0\u5f55\u63d0\u5230\u591a\u8f6e\u6280\u672f\u9762\u7d27\u63a5\u7740\u5c55\u5f00\uff0c<a href=\"https:\/\/roundz.substack.com\/p\/interview-experience-49-google-software-engineer-l3\" target=\"_blank\" rel=\"noopener\">\u8fd9\u4efd\u8fc7\u7a0b\u7b14\u8bb0<\/a>\u7684\u8282\u594f\u503c\u5f97\u6309\u81ea\u5df1\u7684\u7ecf\u5386\u6a21\u62df\u4e00\u6b21\u3002<\/p>\n<h2>\u51c6\u5907\u987a\u5e8f<\/h2>\n<p>\u6bcf\u6b21 Coding \u6a21\u62df\u90fd\u7559\u51fa\u4e09\u5206\u949f\u590d\u8ff0\uff1a\u6570\u636e\u7ed3\u6784\u4e3a\u4ec0\u4e48\u5408\u9002\u3001\u5faa\u73af\u4e0d\u53d8\u91cf\u662f\u4ec0\u4e48\u3001\u54ea\u4e9b\u8fb9\u754c\u5df2\u7ecf\u6d4b\u8fc7\u3002\u8bbe\u8ba1\u9898\u5148\u5199\u56db\u884c\uff1a\u7528\u6237\u52a8\u4f5c\u3001\u6838\u5fc3\u5bf9\u8c61\u3001\u6700\u70ed\u8def\u5f84\u3001\u5931\u8d25\u540e\u600e\u4e48\u6062\u590d\u3002\u884c\u4e3a\u9898\u4e0d\u9700\u8981\u94fa\u9648\u56e2\u961f\u80cc\u666f\uff0c\u51c6\u5907\u4e00\u4e2a\u6709\u4e89\u8bae\u7684\u51b3\u5b9a\u548c\u53ef\u91cf\u5316\u7ed3\u679c\u5c31\u591f\u4e86\u3002\u5171\u4eab\u6587\u6863\u6216\u767d\u677f\u73af\u5883\u4e0b\uff0c\u6e05\u6670\u7684\u53d8\u91cf\u540d\u548c\u77ed\u6ce8\u91ca\u6bd4\u5927\u6bb5\u89e3\u91ca\u66f4\u7ba1\u7528\u3002<\/p>\n<h2>FAQ<\/h2>\n<h3>Google VO \u7684 Coding \u9898\u5199\u4e0d\u5b8c\u600e\u4e48\u529e\uff1f<\/h3>\n<p>\u5148\u4ea4\u4ed8\u80fd\u8986\u76d6\u4e3b\u8def\u5f84\u7684\u7248\u672c\uff0c\u518d\u8bf4\u660e\u4e0b\u4e00\u6b65\u600e\u6837\u628a\u590d\u6742\u5ea6\u538b\u4e0b\u53bb\u3002\u6ca1\u6709\u8dd1\u4ee3\u7801\u65f6\uff0c\u62ff\u4e00\u4e2a\u6b63\u5e38\u8f93\u5165\u548c\u4e24\u4e2a\u8fb9\u754c\u8f93\u5165 dry run\uff0c\u6bd4\u5feb\u901f\u8865\u66f4\u591a\u5206\u652f\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n<h3>\u7cfb\u7edf\u8bbe\u8ba1\u9700\u8981\u80cc\u591a\u5c11\u67b6\u6784\u56fe\uff1f<\/h3>\n<p>\u4e0d\u7528\u80cc\u56fe\u3002\u628a\u9274\u6743\u3001\u6570\u636e\u5199\u5165\u3001\u8bfb\u53d6\u3001\u5f02\u6b65\u4efb\u52a1\u3001\u76d1\u63a7\u548c\u6062\u590d\u8fd9\u4e9b\u57fa\u672c\u8def\u5f84\u8bb2\u6e05\uff0c\u518d\u6839\u636e\u9898\u76ee\u7684\u8bfb\u5199\u6bd4\u4f8b\u8c03\u6574\u91cd\u70b9\u3002Google Onsite Coding \u7684\u6d41\u7a0b\u8bf4\u660e\u4e5f\u5f3a\u8c03\u4e86\u590d\u6742\u5ea6\u3001\u624b\u5de5\u9a8c\u8bc1\u548c\u6c9f\u901a\uff0c<a href=\"https:\/\/www.coditioning.com\/blog\/104\/google-swe-onsite-coding-rounds\" target=\"_blank\" rel=\"noopener\">\u8fd9\u7bc7 Coding \u6307\u5357<\/a>\u53ef\u4ee5\u4f5c\u4e3a\u6a21\u62df\u68c0\u67e5\u8868\u3002<\/p>\n<h2>\u53c2\u8003\u6765\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/roundz.substack.com\/p\/interview-experience-49-google-software-engineer-l3\" target=\"_blank\" rel=\"noopener\">Google SWE L3 \u9762\u8bd5\u8fc7\u7a0b\u8bb0\u5f55<\/a><\/li>\n<li><a href=\"https:\/\/interviewpilot.dev\/interview-experiences\/google\" target=\"_blank\" rel=\"noopener\">Google SWE L4\/L5 \u5019\u9009\u9762\u8bd5\u8bb0\u5f55<\/a><\/li>\n<li><a href=\"https:\/\/www.coditioning.com\/blog\/104\/google-swe-onsite-coding-rounds\" target=\"_blank\" rel=\"noopener\">Google SWE Onsite Coding \u8f6e\u8bf4\u660e<\/a><\/li>\n<\/ul>\n<h2>\u5173\u4e8e CSOFFERPREP<\/h2>\n<p>\u8fdb VO \u524d\uff0c\u53ef\u4ee5\u627e CSOFFERPREP \u505a\u5907\u8003\u8f85\u5bfc\u548c\u6a21\u62df\u9762\u8bd5\u3002\u5bfc\u5e08\u6765\u81ea\u4e00\u7ebf\u5927\u5382\u5de5\u7a0b\u56e2\u961f\uff0c\u80fd\u56f4\u7ed5 Google \u8fd9\u7c7b\u91cd\u89c6\u4ee3\u7801\u8868\u8fbe\u548c\u534f\u4f5c\u5224\u65ad\u7684\u6d41\u7a0b\uff0c\u5e2e\u4f60\u628a\u9879\u76ee\u7ec6\u8282\u3001\u8bbe\u8ba1\u53d6\u820d\u548c Coding \u8bb2\u6cd5\u7ec3\u624e\u5b9e\u3002\u65e0\u8bba\u662f OA\u8f85\u52a9\u3001OA \u8f85\u5bfc\u3001VO \u8f85\u52a9\u3001VO \u6a21\u62df\u9762\u8bd5\u3001VO \u8f85\u52a9\u8fd8\u662f\u7cfb\u7edf\u8bbe\u8ba1\u8f85\u52a9\uff0c\u90fd\u53ef\u4ee5\u83b7\u5f97\u66f4\u6709\u9488\u5bf9\u6027\u7684\u51c6\u5907\u65b9\u6848\uff1a<a href=\"https:\/\/csofferprep.com\/price\/\" target=\"_blank\" rel=\"noopener\">CSOFFERPREP \u00b7 \u670d\u52a1\u8be6\u60c5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google SWE VO \u7684 Coding\u3001\u7cfb\u7edf\u8bbe\u8ba1\u4e0e 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