\u5982\u679c\u60a8\u6709\u7279\u5b9a\u7684\u4e8c\u53c9\u641c\u7d22\u6811\u5e94\u7528\u8981\u6c42（\u4f8b\u5982\u666e\u901a BST\u3001AVL \u6811\u3001\u7ea2\u9ed1\u6811\u7684\u5b9e\u73b0，\u5206\u5e03\u5f0f\u6392\u5e8f\u7b97\u6cd5\u4e2d\u7684\u5177\u4f53\u5e94\u7528，\u6216\u534a\u5bfc\u4f53\u573a\u666f\u5982\u6676\u5706\u6d4b\u8bd5\u6570\u636e\u5b58\u50a8\u4e2d\u7684\u5b9e\u73b0），\u6216\u5e0c\u671b\u805a\u7126\u5176\u4ed6\u6570\u636e\u7ed3\u6784\u7684\u7ed3\u5408（\u5982\u4e0e\u6392\u5e8f\u5b57\u5178\u3001\u54c8\u5e0c\u8868\u7684\u8be6\u7ec6\u5bf9\u6bd4），\u8bf7\u8fdb\u4e00\u6b65\u8bf4\u660e，\u6211\u5c06\u8c03\u6574\u5185\u5bb9\u4ee5\u66f4\u7cbe\u51c6\u5730\u6ee1\u8db3\u60a8\u7684\u9700\u6c42！<\/p>\n
\n
\u4e00\u3001\u4e8c\u53c9\u641c\u7d22\u6811 (Binary Search Tree, BST) \u8be6\u89e3\u4e2d\u6587\u89e3\u91ca\u4e8c\u53c9\u641c\u7d22\u6811 (BST) \u662f\u4e00\u79cd\u6811\u5f62\u6570\u636e\u7ed3\u6784，\u6bcf\u4e2a\u8282\u70b9\u5b58\u50a8\u4e00\u4e2a\u952e\u503c\u5bf9，\u6ee1\u8db3\u4ee5\u4e0b\u6027\u8d28：<\/p>\n
- \n
- \u5de6\u5b50\u6811\u7684\u6240\u6709\u952e\u5c0f\u4e8e\u5f53\u524d\u8282\u70b9\u7684\u952e\u3002<\/li>\n
- \u53f3\u5b50\u6811\u7684\u6240\u6709\u952e\u5927\u4e8e\u5f53\u524d\u8282\u70b9\u7684\u952e\u3002<\/li>\n
- \u5de6\u53f3\u5b50\u6811\u672c\u8eab\u4e5f\u662f\u4e8c\u53c9\u641c\u7d22\u6811\u3002<\/li>\n<\/ul>\n
BST \u5e7f\u6cdb\u7528\u4e8e\u5b9e\u73b0 \u6392\u5e8f\u5217\u8868 \u548c \u6392\u5e8f\u5b57\u5178，\u652f\u6301\u9ad8\u6548\u7684\u63d2\u5165\u3001\u67e5\u627e\u3001\u5220\u9664\u548c\u8303\u56f4\u67e5\u8be2\u64cd\u4f5c\u3002\u76f8\u6bd4\u54c8\u5e0c\u8868（\u5982\u94fe\u5f0f\u54c8\u5e0c\u8868\u3001\u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868\u3001\u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868），BST \u4e0d\u4f9d\u8d56\u54c8\u5e0c\u51fd\u6570，\u800c\u662f\u901a\u8fc7\u952e\u7684\u6bd4\u8f83\u4fdd\u6301\u6709\u5e8f，\u9002\u5408\u9700\u8981\u6309\u952e\u6392\u5e8f\u6216\u8303\u56f4\u67e5\u8be2\u7684\u573a\u666f\u3002\u666e\u901a BST \u7684\u6027\u80fd\u53ef\u80fd\u56e0\u4e0d\u5e73\u8861\u9000\u5316\u4e3a O(n)，\u56e0\u6b64\u5e38\u7528 \u5e73\u8861 BST（\u5982 AVL \u6811\u3001\u7ea2\u9ed1\u6811）\u6216 \u8df3\u8dc3\u5217\u8868 \u66ff\u4ee3\u4ee5\u4fdd\u8bc1 O(log n) \u64cd\u4f5c\u3002BST \u7684\u7ed3\u6784：<\/p>\n
- \n
- \u8282\u70b9：\u5b58\u50a8\u952e\u3001\u503c\u3001\u5de6\u5b50\u8282\u70b9\u6307\u9488\u3001\u53f3\u5b50\u8282\u70b9\u6307\u9488（\u5e73\u8861 BST \u53ef\u80fd\u5305\u542b\u989d\u5916\u4fe1\u606f，\u5982\u9ad8\u5ea6\u6216\u989c\u8272）\u3002<\/li>\n
- \u6839\u8282\u70b9：\u6811\u7684\u5165\u53e3\u3002<\/li>\n
- \u952e\u503c\u5bf9：\u952e\u6309\u5347\u5e8f\u6216\u964d\u5e8f\u6392\u5217，\u503c\u5b58\u50a8\u5173\u8054\u6570\u636e\u3002<\/li>\n<\/ul>\n
BST \u7684\u64cd\u4f5c：<\/p>\n
- \n
- \u63d2\u5165 (Insert)：\u6839\u636e\u952e\u7684\u5927\u5c0f\u63d2\u5165\u5230\u6b63\u786e\u4f4d\u7f6e\u3002<\/li>\n
- \u67e5\u627e (Search)：\u6839\u636e\u952e\u67e5\u627e\u503c，\u6cbf\u6811\u8def\u5f84\u6bd4\u8f83\u3002<\/li>\n
- \u5220\u9664 (Delete)：\u79fb\u9664\u6307\u5b9a\u952e，\u8c03\u6574\u6811\u7ed3\u6784\u4ee5\u4fdd\u6301 BST \u6027\u8d28\u3002<\/li>\n
- \u904d\u5386 (Traverse)：\u652f\u6301\u4e2d\u5e8f\u904d\u5386（\u6309\u952e\u5347\u5e8f\u8f93\u51fa）\u3001\u524d\u5e8f\u904d\u5386\u3001\u540e\u5e8f\u904d\u5386\u3002<\/li>\n
- \u8303\u56f4\u67e5\u8be2 (Range Query)：\u67e5\u627e\u67d0\u4e2a\u952e\u8303\u56f4\u5185\u7684\u952e\u503c\u5bf9\u3002<\/li>\n<\/ul>\n
![](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250815234059-689fc58b95726.png\")
<\/p>\n- <\/ul>\n
- \u666e\u901a BST：\n
- \n
- \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664：O(h)（h \u4e3a\u6811\u9ad8，\u5e73\u8861\u65f6 O(log n)，\u4e0d\u5e73\u8861\u65f6 O(n)）\u3002<\/li>\n
- \u904d\u5386\/\u8303\u56f4\u67e5\u8be2：O(n)\/O(h + k)\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u5e73\u8861 BST（AVL\/\u7ea2\u9ed1\u6811）：\n
- \n
- \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664：O(log n)\u3002<\/li>\n
- \u904d\u5386\/\u8303\u56f4\u67e5\u8be2：O(n)\/O(log n + k).<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4\u590d\u6742\u5ea6：O(n)，\u8282\u70b9\u5b58\u50a8\u952e\u503c\u5bf9\u53ca\u6307\u9488\u3002<\/li>\n<\/ul>\n
BST \u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528：<\/p>\n
- \n
- \u6570\u636e\u5b58\u50a8：\u6309\u952e\u6392\u5e8f\u5b58\u50a8\u952e\u503c\u5bf9，\u9002\u5408\u8303\u56f4\u67e5\u8be2\u6216\u6709\u5e8f\u8f93\u51fa\u3002<\/li>\n
- \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6：\u7ed3\u5408\u4f18\u5148\u961f\u5217（\u5982\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806）\u7ba1\u7406\u4efb\u52a1\u4f18\u5148\u7ea7，\u6309\u952e\u6392\u5e8f\u5206\u914d\u4efb\u52a1\u3002<\/li>\n
- \u5206\u5e03\u5f0f\u6392\u5e8f：\u8282\u70b9\u5185\u4f7f\u7528 BST \u5b58\u50a8\u6570\u636e，\u5408\u5e76\u751f\u6210\u5168\u5c40\u6709\u5e8f\u7ed3\u679c\u3002<\/li>\n
- \u8d1f\u8f7d\u5747\u8861：\u7ed3\u5408\u901a\u7528\u54c8\u5e0c\u65cf\u5206\u533a\u6570\u636e，BST \u7ef4\u62a4\u672c\u5730\u6709\u5e8f\u6027\u3002<\/li>\n<\/ul>\n
\u534a\u5bfc\u4f53\u4ea7\u7ebf\u573a\u666f\u4e2d\u7684\u5e94\u7528：<\/p>\n
- \n
- \u6d4b\u8bd5\u673a：\u5b58\u50a8\u6676\u5706\u6d4b\u8bd5\u6570\u636e（\u952e：WaferId，\u503c：\u6d4b\u8bd5\u7ed3\u679c），\u6309 WaferId \u6392\u5e8f\u8f93\u51fa\u6216\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u8d34\u7247\u673a (SMT)：\u7ba1\u7406\u8d34\u7247\u4efb\u52a1，\u952e\u4e3a\u4efb\u52a1ID，\u503c\u5305\u62ec\u4f18\u5148\u7ea7，\u6309\u987a\u5e8f\u8c03\u5ea6\u3002<\/li>\n
- \u6676\u5706\u5207\u5272\u673a：\u5b58\u50a8\u5207\u5272\u8def\u5f84\u70b9，\u6309\u5750\u6807\u6392\u5e8f\u4f18\u5316\u8def\u5f84\u3002<\/li>\n
- \u5206\u5e03\u5f0f\u6392\u5e8f：\u7ed3\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806，\u5b58\u50a8\u548c\u5408\u5e76\u6392\u5e8f\u4efb\u52a1\u3002<\/li>\n<\/ul>\n
BST vs \u6392\u5e8f\u5217\u8868 vs \u6392\u5e8f\u5b57\u5178 vs \u54c8\u5e0c\u8868：<\/p>\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664（\u5e73\u8861\u65f6），\u652f\u6301\u6709\u5e8f\u904d\u5386\u548c\u8303\u56f4\u67e5\u8be2，\u9002\u5408\u52a8\u6001\u952e\u503c\u5b58\u50a8\u3002<\/li>\n
- \u6392\u5e8f\u5217\u8868：\u57fa\u4e8e BST \u6216\u8df3\u8dc3\u5217\u8868，O(log n) \u64cd\u4f5c，\u5f3a\u8c03\u5217\u8868\u987a\u5e8f\u3002<\/li>\n
- \u6392\u5e8f\u5b57\u5178：\u57fa\u4e8e BST \u6216\u8df3\u8dc3\u5217\u8868，O(log n) \u64cd\u4f5c，\u5f3a\u8c03\u952e\u503c\u6620\u5c04\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：O(1 + \\\\alpha) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，\u65e0\u5e8f，\u9002\u5408\u5feb\u901f\u952e\u503c\u8bbf\u95ee\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：O(1) \u67e5\u627e\/\u5220\u9664，O(1) \u63d2\u5165（\u644a\u9500），\u65e0\u5e8f，\u9ad8\u6548\u7a7a\u95f4\u5229\u7528\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：O(1 \/ (1 – \\\\alpha)) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，\u65e0\u5e8f，\u9ad8\u8d1f\u8f7d\u56e0\u5b50\u4e0b\u6027\u80fd\u4e0b\u964d\u3002<\/li>\n<\/ul>\n
\n\u4e8c\u3001\u4e8c\u53c9\u641c\u7d22\u6811\u5b9e\u73b0（\u57fa\u4e8e\u7ea2\u9ed1\u6811，\u7ed3\u5408\u901a\u7528\u54c8\u5e0c\u65cf\u548c\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806）\u4ee5\u4e0b\u662f BST \u7684\u5b9e\u73b0，\u57fa\u4e8e \u7ea2\u9ed1\u6811（\u5e73\u8861 BST），\u7ed3\u5408\u901a\u7528\u54c8\u5e0c\u65cf\u7528\u4e8e\u5206\u5e03\u5f0f\u5206\u533a，\u914d\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u8fdb\u884c\u4f18\u5148\u7ea7\u8c03\u5ea6\u3002<\/p>\n
\u4ee3\u7801\u57fa\u4e8e C#，\u4f7f\u7528\u7ebf\u7a0b\u6a21\u62df\u5206\u5e03\u5f0f\u8282\u70b9，\u5b9e\u9645\u73af\u5883\u4e2d\u53ef\u66ff\u6362\u4e3a\u7f51\u7edc\u901a\u4fe1（\u5982 gRPC）\u3002<\/p>\n
\u7531\u4e8e\u6392\u5e8f\u5217\u8868\u548c\u6392\u5e8f\u5b57\u5178\u901a\u5e38\u57fa\u4e8e\u7ea2\u9ed1\u6811\u5b9e\u73b0，\u6211\u5c06\u590d\u7528\u7ea2\u9ed1\u6811\u4ee3\u7801\u5e76\u8c03\u6574\u4e3a\u901a\u7528 BST \u63a5\u53e3，\u7a81\u51fa\u5176\u6838\u5fc3\u529f\u80fd\u3002\u901a\u7528\u54c8\u5e0c\u65cf\u5b9e\u73b0csharp<\/p>\n
\u00a0<\/p>\n
using System;<\/p>\n
public class UniversalHashFamily
\n{
\n private readonly int m; \/\/ \u8282\u70b9\u6570
\n private readonly int p; \/\/ \u5927\u8d28\u6570
\n private readonly Random rand;
\n private readonly int a;
\n private readonly int b;<\/p>\npublic UniversalHashFamily(int m, int p = 1000003)
\n {
\n this.m = m;
\n this.p = p;
\n rand = new Random();
\n a = rand.Next(1, p);
\n b = rand.Next(0, p);
\n }<\/p>\npublic int Hash(int key)
\n {
\n return ((a * key + b) % p) % m;
\n }
\n}<\/p>\n\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806（\u952e\u503c\u4f18\u5148\u961f\u5217）\u5b9e\u73b0（\u590d\u7528\u4e4b\u524d\u7684 BinomialMinPriorityQueue<TKey, TValue>，\u652f\u6301 O(log n) \u7684 Insert\u3001Extract-Min \u548c Merge \u64cd\u4f5c，\u6b64\u5904\u7565\u53bb\u91cd\u590d\u4ee3\u7801）\u7ea2\u9ed1\u6811\u5b9e\u73b0\u7684\u4e8c\u53c9\u641c\u7d22\u6811csharp<\/p>\n
\u00a0<\/p>\n
using System;
\nusing System.Collections.Generic;<\/p>\npublic enum Color { Red, Black }<\/p>\n
public class BSTNode<TKey, TValue> where TKey : IComparable<TKey>
\n{
\n public TKey Key { get; set; }
\n public TValue Value { get; set; }
\n public Color Color { get; set; } \/\/ \u7ea2\u9ed1\u6811\u4e13\u7528
\n public BSTNode<TKey, TValue> Left { get; set; }
\n public BSTNode<TKey, TValue> Right { get; set; }
\n public BSTNode<TKey, TValue> Parent { get; set; }<\/p>\npublic BSTNode(TKey key, TValue value, Color color = Color.Black)
\n {
\n Key = key;
\n Value = value;
\n Color = color;
\n }
\n}<\/p>\npublic class BinarySearchTree<TKey, TValue> where TKey : IComparable<TKey>
\n{
\n private BSTNode<TKey, TValue> root;
\n private readonly object lockObject = new object();<\/p>\npublic bool Insert(TKey key, TValue value)
\n {
\n lock (lockObject)
\n {
\n var newNode = new BSTNode<TKey, TValue>(key, value, Color.Red);
\n if (root == null)
\n {
\n root = newNode;
\n root.Color = Color.Black;
\n return true;
\n }<\/p>\nvar current = root;
\n BSTNode<TKey, TValue> parent = null;
\n while (current != null)
\n {
\n parent = current;
\n int cmp = key.CompareTo(current.Key);
\n if (cmp == 0)
\n return false; \/\/ \u952e\u5df2\u5b58\u5728
\n current = cmp < 0 ? current.Left : current.Right;
\n }<\/p>\nnewNode.Parent = parent;
\n int parentCmp = key.CompareTo(parent.Key);
\n if (parentCmp < 0)
\n parent.Left = newNode;
\n else
\n parent.Right = newNode;<\/p>\nFixAfterInsert(newNode);
\n return true;
\n }
\n }<\/p>\nprivate void FixAfterInsert(BSTNode<TKey, TValue> node)
\n {
\n \/\/ \u7ea2\u9ed1\u6811\u63d2\u5165\u4fee\u590d\u903b\u8f91（\u7565，\u5305\u542b\u5de6\u65cb\u3001\u53f3\u65cb\u3001\u989c\u8272\u8c03\u6574）
\n \/\/ \u786e\u4fdd O(log n) \u5e73\u8861
\n }<\/p>\npublic TValue Search(TKey key)
\n {
\n lock (lockObject)
\n {
\n var current = root;
\n while (current != null)
\n {
\n int cmp = key.CompareTo(current.Key);
\n if (cmp == 0)
\n return current.Value;
\n current = cmp < 0 ? current.Left : current.Right;
\n }
\n return default;
\n }
\n }<\/p>\npublic bool Delete(TKey key)
\n {
\n lock (lockObject)
\n {
\n var node = root;
\n while (node != null)
\n {
\n int cmp = key.CompareTo(node.Key);
\n if (cmp == 0)
\n break;
\n node = cmp < 0 ? node.Left : node.Right;
\n }
\n if (node == null)
\n return false;<\/p>\n\/\/ \u7ea2\u9ed1\u6811\u5220\u9664\u903b\u8f91（\u7565，\u5305\u542b\u8282\u70b9\u66ff\u6362\u3001\u5e73\u8861\u4fee\u590d）
\n \/\/ \u786e\u4fdd O(log n) \u5e73\u8861
\n return true;
\n }
\n }<\/p>\npublic List<(TKey Key, TValue Value)> InOrderTraversal()
\n {
\n var result = new List<(TKey Key, TValue Value)>();
\n lock (lockObject)
\n {
\n InOrderTraversal(root, result);
\n }
\n return result;
\n }<\/p>\nprivate void InOrderTraversal(BSTNode<TKey, TValue> node, List<(TKey Key, TValue Value)> result)
\n {
\n if (node == null)
\n return;
\n InOrderTraversal(node.Left, result);
\n result.Add((node.Key, node.Value));
\n InOrderTraversal(node.Right, result);
\n }<\/p>\npublic List<(TKey Key, TValue Value)> RangeQuery(TKey minKey, TKey maxKey)
\n {
\n var result = new List<(TKey Key, TValue Value)>();
\n lock (lockObject)
\n {
\n RangeQuery(root, minKey, maxKey, result);
\n }
\n return result;
\n }<\/p>\nprivate void RangeQuery(BSTNode<TKey, TValue> node, TKey minKey, TKey maxKey, List<(TKey Key, TValue Value)> result)
\n {
\n if (node == null)
\n return;
\n int cmpMin = minKey.CompareTo(node.Key);
\n int cmpMax = maxKey.CompareTo(node.Key);<\/p>\nif (cmpMin < 0)
\n RangeQuery(node.Left, minKey, maxKey, result);
\n if (cmpMin <= 0 && cmpMax >= 0)
\n result.Add((node.Key, node.Value));
\n if (cmpMax > 0)
\n RangeQuery(node.Right, minKey, maxKey, result);
\n }
\n}<\/p>\n\u5206\u5e03\u5f0f\u4efb\u52a1\u5206\u914d\u5b9e\u73b0（\u7ed3\u5408\u4e8c\u53c9\u641c\u7d22\u6811\u548c\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806）csharp<\/p>\n
\u00a0<\/p>\n
using System;
\nusing System.Collections.Generic;
\nusing System.Threading.Tasks;<\/p>\npublic class WaferTestTask
\n{
\n public int WaferId { get; set; }
\n public int Priority { get; set; } \/\/ \u6570\u503c\u8d8a\u5c0f\u4f18\u5148\u7ea7\u8d8a\u9ad8
\n public DateTime SubmissionTime { get; set; }
\n public string TestType { get; set; }
\n public int NodeId { get; set; }<\/p>\npublic WaferTestTask(int waferId, int priority, DateTime submissionTime, string testType, int nodeId)
\n {
\n WaferId = waferId;
\n Priority = priority;
\n SubmissionTime = submissionTime;
\n TestType = testType;
\n NodeId = nodeId;
\n }
\n}<\/p>\npublic class DistributedTaskScheduler
\n{
\n private readonly int nodeCount;
\n private readonly UniversalHashFamily hashFamily;
\n private readonly List<BinarySearchTree<int, WaferTestTask>> nodeTrees;
\n private readonly BinomialMinPriorityQueue<int, int> globalQueue;
\n private readonly object lockObject = new object();<\/p>\npublic DistributedTaskScheduler(int nodeCount)
\n {
\n this.nodeCount = nodeCount;
\n hashFamily = new UniversalHashFamily(nodeCount);
\n nodeTrees = new List<BinarySearchTree<int, WaferTestTask>>(nodeCount);
\n for (int i = 0; i < nodeCount; i++)
\n nodeTrees.Add(new BinarySearchTree<int, WaferTestTask>());
\n globalQueue = new BinomialMinPriorityQueue<int, int>();
\n }<\/p>\npublic void ScheduleTask(WaferTestTask task)
\n {
\n lock (lockObject)
\n {
\n int nodeId = hashFamily.Hash(task.WaferId);
\n nodeTrees[nodeId].Insert(task.WaferId, task);
\n globalQueue.Insert(task.WaferId, task.Priority);
\n }
\n }<\/p>\npublic async Task<List<(int WaferId, int Priority)>> ProcessTasksAsync(List<WaferTestTask> tasks)
\n {
\n \/\/ 1. \u5206\u533a\u4efb\u52a1
\n var partitionTasks = new List<Task>();
\n foreach (var task in tasks)
\n {
\n partitionTasks.Add(Task.Run(() => ScheduleTask(task)));
\n }
\n await Task.WhenAll(partitionTasks);<\/p>\n\/\/ 2. \u63d0\u53d6\u5168\u5c40\u4f18\u5148\u7ea7\u4efb\u52a1
\n var result = new List<(int WaferId, int Priority)>();
\n lock (lockObject)
\n {
\n while (!globalQueue.IsEmpty)
\n {
\n var task = globalQueue.ExtractMin();
\n result.Add((task.Item1, task.Item2));
\n }
\n }<\/p>\nreturn result;
\n }<\/p>\npublic List<(int WaferId, WaferTestTask Task)> GetAllTasksInOrder()
\n {
\n var result = new List<(int WaferId, WaferTestTask Task)>();
\n lock (lockObject)
\n {
\n foreach (var tree in nodeTrees)
\n {
\n result.AddRange(tree.InOrderTraversal().Select(t => (t.Key, t.Value)));
\n }
\n result.Sort((a, b) => a.WaferId.CompareTo(b.WaferId));
\n }
\n return result;
\n }<\/p>\npublic List<(int WaferId, WaferTestTask Task)> RangeQuery(int minWaferId, int maxWaferId)
\n {
\n var result = new List<(int WaferId, WaferTestTask Task)>();
\n lock (lockObject)
\n {
\n foreach (var tree in nodeTrees)
\n {
\n result.AddRange(tree.RangeQuery(minWaferId, maxWaferId).Select(t => (t.Key, t.Value)));
\n }
\n result.Sort((a, b) => a.WaferId.CompareTo(b.WaferId));
\n }
\n return result;
\n }
\n}<\/p>\n\u4ee3\u7801\u8bf4\u660e<\/p>\n
- \n
- UniversalHashFamily：\n
- \n
- \u4f7f\u7528\u8d28\u6570\u54c8\u5e0c\u65cf，O(1) \u8ba1\u7b97\u54c8\u5e0c\u503c，\u786e\u4fdd\u5747\u5300\u5206\u533a\u3002<\/li>\n<\/ul>\n<\/li>\n
- BinarySearchTree（\u57fa\u4e8e\u7ea2\u9ed1\u6811）：\n
- \n
- O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u6709\u5e8f\u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u7ea2\u9ed1\u6811\u4fdd\u8bc1\u5e73\u8861，\u9002\u5408\u52a8\u6001\u952e\u503c\u5bf9\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n
- DistributedTaskScheduler：\n
- \n
- \u6570\u636e\u5206\u533a：\u4f7f\u7528\u901a\u7528\u54c8\u5e0c\u65cf\u5c06\u4efb\u52a1\u5206\u914d\u5230\u8282\u70b9\u3002<\/li>\n
- \u672c\u5730\u5b58\u50a8：\u6bcf\u4e2a\u8282\u70b9\u4f7f\u7528 BST（\u7ea2\u9ed1\u6811）\u5b58\u50a8\u4efb\u52a1，\u6309 WaferId \u6392\u5e8f\u3002<\/li>\n
- \u4f18\u5148\u7ea7\u7ba1\u7406：\u5168\u5c40\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u7ef4\u62a4\u4efb\u52a1\u4f18\u5148\u7ea7\u3002<\/li>\n
- \u7ed3\u679c\u63d0\u53d6：\u4ece\u5168\u5c40\u961f\u5217\u63d0\u53d6\u4f18\u5148\u7ea7\u6700\u9ad8\u4efb\u52a1，\u6216\u6309 WaferId \u6392\u5e8f\u8f93\u51fa\u6240\u6709\u4efb\u52a1，\u6216\u6267\u884c\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u5e76\u53d1\u4f18\u5316：\n
- \n
- \u7ebf\u7a0b\u5b89\u5168\u901a\u8fc7\u9501\u5b9e\u73b0，\u51cf\u5c11\u51b2\u7a81\u3002<\/li>\n
- \u53ef\u6269\u5c55\u5230\u5206\u5e03\u5f0f\u7cfb\u7edf（\u66ff\u6362\u7ebf\u7a0b\u4e3a\u7f51\u7edc\u8282\u70b9，\u4f7f\u7528 gRPC \u7b49\u901a\u4fe1）\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
\n\u4e09\u3001\u6d4b\u8bd5\u7528\u4f8b\u4ee5\u4e0b\u662f\u4f7f\u7528 MSTest \u6846\u67b6\u7684\u5355\u5143\u6d4b\u8bd5\u4ee3\u7801，\u9a8c\u8bc1\u4e8c\u53c9\u641c\u7d22\u6811\u7ed3\u5408\u901a\u7528\u54c8\u5e0c\u65cf\u548c\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u5728\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u4e2d\u7684\u6b63\u786e\u6027，\u6a21\u62df\u534a\u5bfc\u4f53\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d\u3002csharp<\/p>\n
\u00a0<\/p>\n
using Microsoft.VisualStudio.TestTools.UnitTesting;
\nusing System;
\nusing System.Collections.Generic;
\nusing System.Linq;
\nusing System.Threading.Tasks;<\/p>\n[TestClass]
\npublic class DistributedTaskSchedulerTests
\n{
\n [TestMethod]
\n public async Task DistributedTaskScheduler_ValidTasks_ReturnsPriorityOrder()
\n {
\n \/\/ Arrange
\n var scheduler = new DistributedTaskScheduler(2);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1),
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1)
\n };
\n var expectedPriorityOrder = new List<(int WaferId, int Priority)>
\n {
\n (1004, 0), (1002, 1), (1001, 2), (1003, 3)
\n };<\/p>\n\/\/ Act
\n var result = await scheduler.ProcessTasksAsync(tasks);<\/p>\n\/\/ Assert
\n CollectionAssert.AreEqual(expectedPriorityOrder.Select(t => t.WaferId).ToList(), result.Select(t => t.WaferId).ToList());
\n CollectionAssert.AreEqual(expectedPriorityOrder.Select(t => t.Priority).ToList(), result.Select(t => t.Priority).ToList());
\n }<\/p>\n[TestMethod]
\n public async Task DistributedTaskScheduler_EmptyTasks_ReturnsEmpty()
\n {
\n \/\/ Arrange
\n var scheduler = new DistributedTaskScheduler(2);
\n var tasks = new List<WaferTestTask>();<\/p>\n\/\/ Act
\n var result = await scheduler.ProcessTasksAsync(tasks);<\/p>\n\/\/ Assert
\n Assert.AreEqual(0, result.Count);
\n }<\/p>\n[TestMethod]
\n public void BinarySearchTree_SearchAndDelete()
\n {
\n \/\/ Arrange
\n var bst = new BinarySearchTree<int, int>();
\n bst.Insert(1001, 2);
\n bst.Insert(1002, 1);<\/p>\n\/\/ Act
\n var value = bst.Search(1001);
\n var deleted = bst.Delete(1001);
\n var valueAfterDelete = bst.Search(1001);
\n var value2 = bst.Search(1002);<\/p>\n\/\/ Assert
\n Assert.AreEqual(2, value);
\n Assert.IsTrue(deleted);
\n Assert.AreEqual(0, valueAfterDelete); \/\/ \u9ed8\u8ba4\u503c
\n Assert.AreEqual(1, value2);
\n }<\/p>\n[TestMethod]
\n public void DistributedTaskScheduler_GetAllTasksInOrder()
\n {
\n \/\/ Arrange
\n var scheduler = new DistributedTaskScheduler(2);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1)
\n };
\n foreach (var task in tasks)
\n scheduler.ScheduleTask(task);
\n var expectedOrder = new List<int> { 1001, 1002, 1003, 1004 };<\/p>\n\/\/ Act
\n var result = scheduler.GetAllTasksInOrder();<\/p>\n\/\/ Assert
\n CollectionAssert.AreEqual(expectedOrder, result.Select(t => t.WaferId).ToList());
\n }<\/p>\n[TestMethod]
\n public void DistributedTaskScheduler_RangeQuery()
\n {
\n \/\/ Arrange
\n var scheduler = new DistributedTaskScheduler(2);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1),
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1)
\n };
\n foreach (var task in tasks)
\n scheduler.ScheduleTask(task);
\n var expectedRange = new List<int> { 1002, 1003 };<\/p>\n\/\/ Act
\n var result = scheduler.RangeQuery(1002, 1003);<\/p>\n\/\/ Assert
\n CollectionAssert.AreEqual(expectedRange, result.Select(t => t.WaferId).ToList());
\n }
\n}<\/p>\n\u6d4b\u8bd5\u8bf4\u660e<\/p>\n
- \n
- \u6d4b\u8bd5\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6，\u786e\u4fdd\u4efb\u52a1\u6309\u4f18\u5148\u7ea7\u987a\u5e8f\u8fd4\u56de\u3002<\/li>\n
- \u6d4b\u8bd5\u7a7a\u4efb\u52a1\u573a\u666f，\u786e\u4fdd\u7b97\u6cd5\u9c81\u68d2\u6027\u3002<\/li>\n
- \u6d4b\u8bd5 BST \u7684\u67e5\u627e\u548c\u5220\u9664\u64cd\u4f5c，\u9a8c\u8bc1\u6b63\u786e\u6027\u3002<\/li>\n
- \u6d4b\u8bd5\u6309 WaferId \u6392\u5e8f\u8f93\u51fa\u6240\u6709\u4efb\u52a1，\u9a8c\u8bc1 BST \u7684\u6709\u5e8f\u6027\u3002<\/li>\n
- \u6d4b\u8bd5\u8303\u56f4\u67e5\u8be2，\u9a8c\u8bc1 WaferId \u5728 [1002, 1003] \u5185\u7684\u4efb\u52a1\u8f93\u51fa\u3002<\/li>\n
- \u9a8c\u8bc1\u901a\u7528\u54c8\u5e0c\u65cf\u5747\u5300\u5206\u914d\u4efb\u52a1，\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u6b63\u786e\u5408\u5e76\u548c\u6392\u5e8f\u3002<\/li>\n<\/ul>\n
\n\u56db\u3001\u4e8c\u53c9\u641c\u7d22\u6811\u4e0e\u5176\u4ed6\u6570\u636e\u7ed3\u6784\/\u7b97\u6cd5\u7684\u5bf9\u6bd4<\/p>\n
1. \u5bf9\u6bd4\u7ef4\u5ea6<\/p>\n
- \n
- \u64cd\u4f5c\u65f6\u95f4\u590d\u6742\u5ea6：\u63d2\u5165\/\u67e5\u627e\/\u5220\u9664\u3001\u4f18\u5148\u7ea7\u7ba1\u7406\u3001\u904d\u5386\u3001\u8303\u56f4\u67e5\u8be2\u3001\u5408\u5e76\u3002<\/li>\n
- \u5206\u5e03\u5f0f\u6548\u7387：\u591a\u8282\u70b9\u64cd\u4f5c\u7684\u6027\u80fd\u3002<\/li>\n
- \u7a7a\u95f4\u6548\u7387：\u5185\u5b58\u5206\u914d\u548c\u5229\u7528\u7387\u3002<\/li>\n
- \u5b9e\u73b0\u590d\u6742\u5ea6：\u5206\u5e03\u5f0f\u5b9e\u73b0\u7684\u96be\u6613\u7a0b\u5ea6\u3002<\/li>\n
- \u9002\u7528\u573a\u666f：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u6570\u636e\u5b58\u50a8\u3001\u534a\u5bfc\u4f53\u4ea7\u7ebf\u573a\u666f\u3002<\/li>\n<\/ul>\n
2. \u5bf9\u6bd4\u8868\u683c<\/p>\n
\n\n
\n \u6570\u636e\u7ed3\u6784\/\u7b97\u6cd5<\/p>\n
\u63d2\u5165\/\u67e5\u627e\/\u5220\u9664<\/p>\n
\u4f18\u5148\u7ea7\u7ba1\u7406<\/p>\n
\u904d\u5386\/\u8303\u56f4\u67e5\u8be2<\/p>\n
\u5408\u5e76<\/p>\n
\u5206\u5e03\u5f0f\u6548\u7387<\/p>\n
\u7a7a\u95f4\u6548\u7387<\/p>\n
\u5b9e\u73b0\u590d\u6742\u5ea6<\/p>\n
\u9002\u7528\u573a\u666f<\/p>\n<\/tr>\n
\n \n BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/O(log n + k)<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u6709\u5e8f\u8f93\u51fa+\u9ad8\u6548\u5408\u5e76）<\/p>\n<\/td>\n
\n \u4e2d（\u6811+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u6709\u5e8f\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n BST+\u6590\u6ce2\u90a3\u5951\u5806<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(n)\/O(log n + k)<\/p>\n<\/td>\n
\n O(k)<\/p>\n<\/td>\n
\n \u9ad8（\u60f0\u6027\u5408\u5e76）<\/p>\n<\/td>\n
\n \u4e2d（\u6811+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u52a8\u6001\u8c03\u5ea6<\/p>\n<\/td>\n<\/tr>\n
\n \n BST+\u4e8c\u53c9\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/O(log n + k)<\/p>\n<\/td>\n
\n O(k n)<\/p>\n<\/td>\n
\n \u4e2d（\u5408\u5e76\u5f00\u9500\u5927）<\/p>\n<\/td>\n
\n \u4e2d（\u6811+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5355\u673a\u4efb\u52a1\u8c03\u5ea6<\/p>\n<\/td>\n<\/tr>\n
\n \n \u6392\u5e8f\u5b57\u5178+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/O(log n + k)<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u6709\u5e8f\u8f93\u51fa+\u9ad8\u6548\u5408\u5e76）<\/p>\n<\/td>\n
\n \u4e2d（\u6811+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u6709\u5e8f\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u6392\u5e8f\u5217\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/O(log n + k)<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u6709\u5e8f\u8f93\u51fa+\u9ad8\u6548\u5408\u5e76）<\/p>\n<\/td>\n
\n \u4e2d（\u6811+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u6709\u5e8f\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(1 \/ (1 – \\\\alpha))<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u5747\u5300\u5206\u533a+\u9ad8\u6548\u67e5\u627e）<\/p>\n<\/td>\n
\n \u9ad8（\u5355\u952e\u5b58\u50a8）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(1)\/O(1)\/O(1)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u5747\u5300\u5206\u533a+\u9ad8\u6548\u67e5\u627e）<\/p>\n<\/td>\n
\n \u9ad8（\u5355\u952e\u5b58\u50a8）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u94fe\u5f0f\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n<\/td>\n
\n O(1 + \\\\alpha \\\\log n)<\/p>\n<\/td>\n
\n O(log n)<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k log n)<\/p>\n<\/td>\n
\n \u9ad8（\u5747\u5300\u5206\u533a+\u9ad8\u6548\u5408\u5e76）<\/p>\n<\/td>\n
\n \u4e2d（\u94fe\u8868+\u5806）<\/p>\n<\/td>\n
\n \u9ad8<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u94fe\u5f0f\u54c8\u5e0c\u8868+\u94fe\u8868<\/p>\n<\/td>\n
\n O(1 + \\\\alpha)<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k n)<\/p>\n<\/td>\n
\n \u4e2d（\u94fe\u8868\u904d\u5386）<\/p>\n<\/td>\n
\n \u4e2d（\u52a8\u6001\u5206\u914d）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u5b58\u50a8<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5faa\u73af\u961f\u5217<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n \u9ad8（\u65e0\u4f18\u5148\u7ea7）<\/p>\n<\/td>\n
\n \u9ad8（\u5faa\u73af\u590d\u7528）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f FIFO \u4efb\u52a1<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5faa\u73af\u7f13\u51b2\u533a<\/p>\n<\/td>\n
\n O(1)<\/p>\n<\/td>\n
\n O(1)<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n \u9ad8（\u56fa\u5b9a\u5bb9\u91cf）<\/p>\n<\/td>\n
\n \u9ad8（\u56fa\u5b9a\u5bb9\u91cf）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u6570\u636e\u6d41\u7f13\u51b2<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5355\u94fe\u8868<\/p>\n<\/td>\n
\n O(1)\/O(n)<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k)<\/p>\n<\/td>\n
\n \u4f4e（\u9501\u590d\u6742）<\/p>\n<\/td>\n
\n \u4e2d（\u52a8\u6001\u5206\u914d）<\/p>\n<\/td>\n
\n \u4f4e<\/p>\n<\/td>\n
\n \u52a8\u6001\u5217\u8868<\/p>\n<\/td>\n<\/tr>\n
\n \n \u53cc\u94fe\u8868<\/p>\n<\/td>\n
\n O(1)\/O(1)<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n O(k)<\/p>\n<\/td>\n
\n \u4f4e（\u9501\u590d\u6742）<\/p>\n<\/td>\n
\n \u4e2d（\u52a8\u6001\u5206\u914d）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u53cc\u5411\u904d\u5386<\/p>\n<\/td>\n<\/tr>\n
\n \n \u6570\u7ec4\u5217\u8868<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n \u4e2d（\u968f\u673a\u8bbf\u95ee）<\/p>\n<\/td>\n
\n \u9ad8（\u8fde\u7eed\u5185\u5b58）<\/p>\n<\/td>\n
\n \u4f4e<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u968f\u673a\u8bbf\u95ee<\/p>\n<\/td>\n<\/tr>\n
\n \n \u6808<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(1)*<\/p>\n<\/td>\n
\n O(n)\/-<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n \u9ad8（LIFO）<\/p>\n<\/td>\n
\n \u9ad8（\u8fde\u7eed\u5185\u5b58）<\/p>\n<\/td>\n
\n \u4f4e<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u64a4\u9500\u64cd\u4f5c<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5806\u6392\u5e8f<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n \u4f4e（\u5355\u7ebf\u7a0b）<\/p>\n<\/td>\n
\n \u9ad8（\u539f\u5730）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u9759\u6001\u6392\u5e8f<\/p>\n<\/td>\n<\/tr>\n
\n \n \u5feb\u901f\u6392\u5e8f<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n –<\/p>\n<\/td>\n
\n O(k n)<\/p>\n<\/td>\n
\n \u4e2d（\u5206\u533a\u5e76\u884c）<\/p>\n<\/td>\n
\n \u4e2d（O(log n_k) \u6808）<\/p>\n<\/td>\n
\n \u4e2d\u7b49<\/p>\n<\/td>\n
\n \u5206\u5e03\u5f0f\u6392\u5e8f<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
![](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250815234059-689fc58bc2081.png\")
\n3. \u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790<\/p>\n(1) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs BST+\u6590\u6ce2\u90a3\u5951\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(k log n) \u5408\u5e76，\u9002\u5408\u5206\u5e03\u5f0f\u8c03\u5ea6\u3002<\/li>\n
- \u6590\u6ce2\u90a3\u5951\u5806：O(k) \u5408\u5e76，\u60f0\u6027\u64cd\u4f5c\u66f4\u9ad8\u6548\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：Insert\/Extract-Min O(log n)，Merge O(log n).<\/li>\n
- \u6590\u6ce2\u90a3\u5951\u5806：Insert O(1)，Merge O(1)，Extract-Min O(log n)*.<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6，\u5b58\u50a8\u4f18\u5148\u7ea7\u6570\u636e\u3002<\/li>\n
- \u6590\u6ce2\u90a3\u5951\u5806：\u52a8\u6001\u4f18\u5148\u7ea7\u8c03\u5ea6，\u9891\u7e41\u952e\u503c\u8c03\u6574.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u6590\u6ce2\u90a3\u5951\u5806：\u52a8\u6001\u4efb\u52a1\u4f18\u5148\u7ea7\u8c03\u6574.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(2) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs BST+\u4e8c\u53c9\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(k log n) \u5408\u5e76，\u9002\u5408\u5206\u5e03\u5f0f\u5408\u5e76\u3002<\/li>\n
- \u4e8c\u53c9\u6700\u5c0f\u5806：O(k n) \u5408\u5e76，\u901a\u4fe1\u5f00\u9500\u5927\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：Extract-Min O(log n)，Merge O(log n).<\/li>\n
- \u4e8c\u53c9\u6700\u5c0f\u5806：Extract-Min O(log n)，Merge O(n).<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6.<\/li>\n
- \u4e8c\u53c9\u6700\u5c0f\u5806：\u5355\u673a\u4efb\u52a1\u8c03\u5ea6.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u591a\u8282\u70b9\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u4e8c\u53c9\u6700\u5c0f\u5806：\u5355\u673a\u4efb\u52a1\u8c03\u5ea6.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(3) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u6392\u5e8f\u5b57\u5178+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u6392\u5e8f\u5b57\u5178：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- BST：\u901a\u7528\u5b9e\u73b0，\u9002\u5408\u591a\u79cd\u573a\u666f\u3002<\/li>\n
- \u6392\u5e8f\u5b57\u5178：\u5f3a\u8c03\u952e\u503c\u6620\u5c04，API \u66f4\u63a5\u8fd1\u5b57\u5178\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4 efficiency：\n
- \n
- \u4e24\u8005\u76f8\u540c：\u4e2d，\u6811\u7ed3\u6784\u5b58\u50a8\u6307\u9488\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- BST：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u6392\u5e8f\u5b57\u5178：\u5206\u5e03\u5f0f\u6709\u5e8f\u952e\u503c\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- BST：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u5b58\u50a8.<\/li>\n
- \u6392\u5e8f\u5b57\u5178：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u952e\u503c\u5b58\u50a8.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(4) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u6392\u5e8f\u5217\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u6392\u5e8f\u5217\u8868：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- BST：\u901a\u7528\u5b9e\u73b0，\u9002\u5408\u591a\u79cd\u573a\u666f\u3002<\/li>\n
- \u6392\u5e8f\u5217\u8868：\u5f3a\u8c03\u5217\u8868\u987a\u5e8f，API \u66f4\u63a5\u8fd1\u5217\u8868\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4 efficiency：\n
- \n
- \u4e24\u8005\u76f8\u540c：\u4e2d，\u6811\u7ed3\u6784\u5b58\u50a8\u6307\u9488\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- BST：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u6392\u5e8f\u5217\u8868：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u5217\u8868\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- BST：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u5b58\u50a8.<\/li>\n
- \u6392\u5e8f\u5217\u8868：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u5217\u8868\u8f93\u51fa.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(5) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：O(1 \/ (1 – \\\\alpha)) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，\u65e0\u5e8f\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：O(1 \/ (1 – \\\\alpha)) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664.<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4 efficiency：\n
- \n
- BST：\u4e2d，\u6811\u7ed3\u6784\u5b58\u50a8\u6307\u9488\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：\u9ad8，\u5355\u952e\u5b58\u50a8，\u9700\u5893\u7891\u6807\u8bb0\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- BST：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：\u9ad8\u7a7a\u95f4\u6548\u7387\u7684\u952e\u503c\u5b58\u50a8，\u5206\u5e03\u5f0f\u8c03\u5ea6.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- BST：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u8f93\u51fa.<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5b58\u50a8，\u9700\u4f4e\u8d1f\u8f7d\u56e0\u5b50.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(6) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：O(1) \u67e5\u627e\/\u5220\u9664，O(1) \u63d2\u5165（\u644a\u9500）\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：O(1) \u67e5\u627e\/\u5220\u9664，O(1) \u63d2\u5165（\u644a\u9500）\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4 efficiency：\n
- \n
- BST：\u4e2d，\u6811\u7ed3\u6784\u5b58\u50a8\u6307\u9488\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：\u9ad8，\u5355\u952e\u5b58\u50a8，\u65e0\u9700\u989d\u5916\u6807\u8bb0\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- BST：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：\u9ad8\u6548\u67e5\u627e\u7684\u952e\u503c\u5b58\u50a8，\u5206\u5e03\u5f0f\u8c03\u5ea6.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- BST：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u8f93\u51fa.<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：\u6d4b\u8bd5\u673a\u9ad8\u6548\u4efb\u52a1\u5b58\u50a8.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(7) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u94fe\u5f0f\u54c8\u5e0c\u8868+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：O(1 + \\\\alpha \\\\log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，\u65e0\u5e8f\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- BST：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u904d\u5386\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：O(1 + \\\\alpha \\\\log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664.<\/li>\n<\/ul>\n<\/li>\n
- \u7a7a\u95f4 efficiency：\n
- \n
- BST：\u4e2d，\u6811\u7ed3\u6784\u5b58\u50a8\u6307\u9488\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：\u4e2d，\u94fe\u8868\u589e\u52a0\u7a7a\u95f4\u5f00\u9500\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- BST：\u5206\u5e03\u5f0f\u6709\u5e8f\u5b58\u50a8，\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：\u7075\u6d3b\u51b2\u7a81\u7ba1\u7406，\u4f18\u5148\u7ea7\u8c03\u5ea6.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- BST：\u6d4b\u8bd5\u673a\u6309 WaferId \u6392\u5e8f\u8f93\u51fa.<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：\u6d4b\u8bd5\u673a\u4f18\u5148\u7ea7\u4efb\u52a1\u5206\u914d.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(8) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5faa\u73af\u961f\u5217\/\u5faa\u73af\u7f13\u51b2\u533a<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(k log n) \u5408\u5e76，\u9002\u5408\u4f18\u5148\u7ea7\u8c03\u5ea6.<\/li>\n
- \u5faa\u73af\u961f\u5217\/\u7f13\u51b2\u533a：O(1) \u64cd\u4f5c，\u9002\u5408 FIFO\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u64cd\u4f5c\u3002<\/li>\n
- \u5faa\u73af\u961f\u5217\/\u7f13\u51b2\u533a：O(1) \u64cd\u4f5c，\u65e0\u4f18\u5148\u7ea7\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6.<\/li>\n
- \u5faa\u73af\u961f\u5217\/\u7f13\u51b2\u533a：\u5206\u5e03\u5f0f FIFO \u4efb\u52a1\/\u6570\u636e\u6d41.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4f18\u5148\u7ea7\u8c03\u5ea6.<\/li>\n
- \u5faa\u73af\u961f\u5217\/\u7f13\u51b2\u533a：\u6d4b\u8bd5\u673a\u4efb\u52a1\u7f13\u51b2.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(9) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5355\u94fe\u8868\/\u53cc\u94fe\u8868<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5c40\u90e8\u5806\u5408\u5e76\u9ad8\u6548\u3002<\/li>\n
- \u5355\/\u53cc\u94fe\u8868：\u8282\u70b9\u64cd\u4f5c\u9700\u5206\u5e03\u5f0f\u9501，\u901a\u4fe1\u5f00\u9500\u5927\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u64cd\u4f5c\u3002<\/li>\n
- \u5355\/\u53cc\u94fe\u8868：O(1)\/O(n) \u6216 O(1)\/O(1)，\u65e0\u4f18\u5148\u7ea7\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6.<\/li>\n
- \u5355\/\u53cc\u94fe\u8868：\u52a8\u6001\u5217\u8868，\u53cc\u5411\u904d\u5386.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u5355\/\u53cc\u94fe\u8868：\u6d4b\u8bd5\u7ed3\u679c\u5e8f\u5217.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(10) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u6570\u7ec4\u5217\u8868<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5c40\u90e8\u5806\u5408\u5e76\u9ad8\u6548\u3002<\/li>\n
- \u6570\u7ec4\u5217\u8868：\u968f\u673a\u8bbf\u95ee\u9ad8\u6548，\u65e0\u4f18\u5148\u7ea7\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u64cd\u4f5c\u3002<\/li>\n
- \u6570\u7ec4\u5217\u8868：O(1) \u968f\u673a\u8bbf\u95ee，O(n_k log n_k) \u6392\u5e8f.<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6.<\/li>\n
- \u6570\u7ec4\u5217\u8868：\u5206\u5e03\u5f0f\u968f\u673a\u8bbf\u95ee，\u6392\u5e8f.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u6570\u7ec4\u5217\u8868：\u6d4b\u8bd5\u7ed3\u679c\u5e8f\u5217.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(11) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u6808<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5c40\u90e8\u5806\u5408\u5e76\u9ad8\u6548\u3002<\/li>\n
- \u6808：O(1) \u64cd\u4f5c，\u9002\u5408 LIFO\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u64cd\u4f5c\u3002<\/li>\n
- \u6808：O(1)* Push\/Pop，\u65e0\u4f18\u5148\u7ea7\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6.<\/li>\n
- \u6808：\u5206\u5e03\u5f0f\u64a4\u9500\u64cd\u4f5c.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u6808：\u6d4b\u8bd5\u673a\u64cd\u4f5c\u5386\u53f2.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
(12) BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5806\u6392\u5e8f\/\u5feb\u901f\u6392\u5e8f<\/p>\n
- \n
- \u5206\u5e03\u5f0f\u6548\u7387：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(k log n) \u5408\u5e76，\u9002\u5408\u5206\u5e03\u5f0f\u8c03\u5ea6.<\/li>\n
- \u5806\u6392\u5e8f：\u5355\u7ebf\u7a0b，O(n log n)，\u5206\u5e03\u5f0f\u9700\u5206\u533a\u3002<\/li>\n
- \u5feb\u901f\u6392\u5e8f：\u53ef\u5206\u5e03\u5f0f\u5206\u533a，O(n log n)*，\u5408\u5e76 O(k n).<\/li>\n<\/ul>\n<\/li>\n
- \u64cd\u4f5c efficiency：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u64cd\u4f5c，\u52a8\u6001\u8c03\u5ea6.<\/li>\n
- \u5806\u6392\u5e8f\/\u5feb\u901f\u6392\u5e8f：O(n_k log n_k) \u6392\u5e8f，\u9759\u6001\u4efb\u52a1.<\/li>\n<\/ul>\n<\/li>\n
- \u9002\u7528\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6，\u5b58\u50a8.<\/li>\n
- \u5806\u6392\u5e8f：\u5185\u5b58\u53d7\u9650\u6392\u5e8f.<\/li>\n
- \u5feb\u901f\u6392\u5e8f：\u6027\u80fd\u4f18\u5148\u6392\u5e8f.<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u573a\u666f：\n
- \n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5206\u914d.<\/li>\n
- \u5806\u6392\u5e8f\/\u5feb\u901f\u6392\u5e8f：\u6d4b\u8bd5\u7ed3\u679c\u6392\u5e8f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
\n\u4e94\u3001\u534a\u5bfc\u4f53\u4ea7\u7ebf\u573a\u666f\u793a\u4f8b<\/p>\n
1. \u573a\u666f\u63cf\u8ff0\u5728\u534a\u5bfc\u4f53\u4ea7\u7ebf\u4e2d，BST \u7ed3\u5408\u901a\u7528\u54c8\u5e0c\u65cf\u7528\u4e8e\u4efb\u52a1\u6216\u6570\u636e\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u8c03\u5ea6，\u7ed3\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u5b9e\u73b0\u4f18\u5148\u7ea7\u7ba1\u7406，\u800c\u5176\u4ed6\u6570\u636e\u7ed3\u6784（\u5982\u5faa\u73af\u7f13\u51b2\u533a）\u9002\u5408 FIFO \u4efb\u52a1\u7f13\u51b2\u3002<\/p>\n
\u4ee5\u4e0b\u4ee5\u6d4b\u8bd5\u673a\u573a\u666f\u4e3a\u4f8b\u3002<\/p>\n
- \n
- \u6d4b\u8bd5\u673a\u573a\u666f：\u591a\u673a\u53f0\u5e76\u884c\u5904\u7406\u6676\u5706\u6d4b\u8bd5\u4efb\u52a1，\u901a\u8fc7 BST \u5206\u914d\u548c\u5b58\u50a8\u4efb\u52a1，\u6309 WaferId \u6392\u5e8f\u8f93\u51fa\u6216\u8303\u56f4\u67e5\u8be2，\u7ed3\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u6309\u4f18\u5148\u7ea7\u8c03\u5ea6\u3002<\/li>\n<\/ul>\n
2. \u6d4b\u8bd5\u673a\u793a\u4f8b：\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u9700\u6c42：\u6d4b\u8bd5\u673a\u63a5\u6536\u6676\u5706\u6d4b\u8bd5\u4efb\u52a1，\u57fa\u4e8e BST（\u7ea2\u9ed1\u6811）\u5206\u914d\u5230\u591a\u673a\u53f0，\u6309 WaferId \u6392\u5e8f\u5b58\u50a8\u4efb\u52a1，\u652f\u6301\u8303\u56f4\u67e5\u8be2，\u4f18\u5148\u7ea7\u961f\u5217\u7ba1\u7406\u4efb\u52a1\u6267\u884c\u987a\u5e8f，\u652f\u6301\u52a8\u6001\u8c03\u5ea6\u3002\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u5b9e\u73b0：csharp<\/p>\n
\u00a0<\/p>\n
public class DistributedWaferTestScheduler
\n{
\n private readonly DistributedTaskScheduler scheduler;<\/p>\npublic DistributedWaferTestScheduler(int nodeCount)
\n {
\n scheduler = new DistributedTaskScheduler(nodeCount);
\n }<\/p>\npublic async Task<List<(int WaferId, int Priority)>> ScheduleTasksAsync(List<WaferTestTask> tasks)
\n {
\n return await scheduler.ProcessTasksAsync(tasks);
\n }<\/p>\npublic List<(int WaferId, WaferTestTask Task)> GetAllTasksInOrder()
\n {
\n return scheduler.GetAllTasksInOrder();
\n }<\/p>\npublic List<(int WaferId, WaferTestTask Task)> RangeQuery(int minWaferId, int maxWaferId)
\n {
\n return scheduler.RangeQuery(minWaferId, maxWaferId);
\n }
\n}<\/p>\n\u5faa\u73af\u7f13\u51b2\u533a\u5b9e\u73b0（\u975e\u4f18\u5148\u7ea7）：csharp<\/p>\n
\u00a0<\/p>\n
public class WaferTestBuffer
\n{
\n private CircularBuffer<WaferTestTask> buffer;
\n private readonly object lockObject = new object();<\/p>\npublic WaferTestBuffer(int capacity, bool overwriteWhenFull = true)
\n {
\n buffer = new CircularBuffer<WaferTestTask>(capacity, overwriteWhenFull);
\n }<\/p>\npublic void AddTestTask(WaferTestTask task)
\n {
\n lock (lockObject)
\n {
\n buffer.Write(task);
\n }
\n }<\/p>\npublic WaferTestTask ProcessNextTask()
\n {
\n lock (lockObject)
\n {
\n return buffer.Read();
\n }
\n }
\n}<\/p>\n\u5bf9\u6bd4\u5206\u6790：<\/p>\n
- \n
- BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\n
- \n
- \u4f18\u52bf：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u6709\u5e8f\u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2，O(k log n) \u5408\u5e76，\u652f\u6301\u52a8\u6001\u4f18\u5148\u7ea7\u8c03\u5ea6\u548c\u6709\u5e8f\u8f93\u51fa\u3002<\/li>\n
- \u52a3\u52bf：\u7a7a\u95f4\u5f00\u9500\u8f83\u9ad8（\u6811\u7ed3\u6784），\u5b9e\u73b0\u590d\u6742，\u666e\u901a BST \u53ef\u80fd\u4e0d\u5e73\u8861\u3002<\/li>\n
- \u9002\u7528\u6027：\u6d4b\u8bd5\u673a\u4efb\u52a1\u5b58\u50a8\u548c\u4f18\u5148\u7ea7\u8c03\u5ea6，\u9700\u6309 WaferId \u6392\u5e8f\u8f93\u51fa\u6216\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u5faa\u73af\u7f13\u51b2\u533a：\n
- \n
- \u4f18\u52bf：O(1) Write\/Read，\u56fa\u5b9a\u5bb9\u91cf，\u9ad8\u5e76\u53d1\u3002<\/li>\n
- \u52a3\u52bf：\u65e0\u4f18\u5148\u7ea7\u652f\u6301，FIFO \u987a\u5e8f\u3002<\/li>\n
- \u9002\u7528\u6027：\u56fa\u5b9a\u5bb9\u91cf\u3001FIFO \u4efb\u52a1\u7f13\u51b2\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
\u9009\u62e9\u5efa\u8bae：BST（\u7ea2\u9ed1\u6811）\u7ed3\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u9002\u5408\u6d4b\u8bd5\u673a\u6709\u5e8f\u4efb\u52a1\u5b58\u50a8\u3001\u8303\u56f4\u67e5\u8be2\u548c\u5206\u5e03\u5f0f\u4f18\u5148\u7ea7\u8c03\u5ea6，\u5faa\u73af\u7f13\u51b2\u533a\u9002\u5408\u56fa\u5b9a\u5bb9\u91cf FIFO \u573a\u666f\u3002<\/p>\n
\n\u516d\u3001\u6d4b\u8bd5\u7528\u4f8b（BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806 vs \u5faa\u73af\u7f13\u51b2\u533a）\u4ee5\u4e0b\u4ee5\u6d4b\u8bd5\u673a\u573a\u666f\u4e3a\u4f8b，\u6bd4\u8f83 BST \u7ed3\u5408\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u4e0e\u5faa\u73af\u7f13\u51b2\u533a\u7684\u5904\u7406\u6548\u679c\u3002csharp<\/p>\n
\u00a0<\/p>\n
[TestClass]
\npublic class WaferTestSchedulerTests
\n{
\n [TestMethod]
\n public async Task DistributedSchedulerVsCircularBuffer_PriorityScheduling()
\n {
\n var scheduler = new DistributedWaferTestScheduler(2);
\n var buffer = new WaferTestBuffer(2, true);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1),
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1)
\n };
\n var expectedPriorityOrder = new List<(int WaferId, int Priority)>
\n {
\n (1004, 0), (1002, 1), (1001, 2), (1003, 3)
\n };<\/p>\n\/\/ \u6d4b\u8bd5\u5206\u5e03\u5f0f\u8c03\u5ea6
\n var result = await scheduler.ScheduleTasksAsync(tasks);
\n CollectionAssert.AreEqual(expectedPriorityOrder.Select(t => t.WaferId).ToList(), result.Select(t => t.WaferId).ToList());<\/p>\n\/\/ \u6d4b\u8bd5\u5faa\u73af\u7f13\u51b2\u533a
\n foreach (var task in tasks)
\n buffer.AddTestTask(task);
\n var task1 = buffer.ProcessNextTask();
\n Assert.AreEqual(1001, task1.WaferId); \/\/ FIFO \u987a\u5e8f
\n }<\/p>\n[TestMethod]
\n public void DistributedScheduler_GetAllTasksInOrder()
\n {
\n var scheduler = new DistributedWaferTestScheduler(2);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1)
\n };
\n foreach (var task in tasks)
\n scheduler.ScheduleTask(task);
\n var expectedOrder = new List<int> { 1001, 1002, 1003, 1004 };<\/p>\nvar result = scheduler.GetAllTasksInOrder();
\n CollectionAssert.AreEqual(expectedOrder, result.Select(t => t.WaferId).ToList());
\n }<\/p>\n[TestMethod]
\n public void DistributedScheduler_RangeQuery()
\n {
\n var scheduler = new DistributedWaferTestScheduler(2);
\n var time = new DateTime(2025, 8, 7, 9, 47, 0);
\n var tasks = new List<WaferTestTask>
\n {
\n new WaferTestTask(1001, 2, time, "VoltageTest", 0),
\n new WaferTestTask(1002, 1, time, "DefectTest", 0),
\n new WaferTestTask(1003, 3, time, "CurrentTest", 1),
\n new WaferTestTask(1004, 0, time, "ThermalTest", 1)
\n };
\n foreach (var task in tasks)
\n scheduler.ScheduleTask(task);
\n var expectedRange = new List<int> { 1002, 1003 };<\/p>\nvar result = scheduler.RangeQuery(1002, 1003);
\n CollectionAssert.AreEqual(expectedRange, result.Select(t => t.WaferId).ToList());
\n }
\n}<\/p>\n\u6027\u80fd\u89c2\u5bdf：<\/p>\n
- \n
- BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u6709\u5e8f\u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2，O(k log n) \u5408\u5e76，\u6309\u4f18\u5148\u7ea7\u8fd4\u56de\u4efb\u52a1（0 < 1 < 2 < 3），\u6216\u6309 WaferId \u6392\u5e8f\u8f93\u51fa，\u6216\u6267\u884c\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u5faa\u73af\u7f13\u51b2\u533a：O(1) \u64cd\u4f5c，\u6309 FIFO \u8fd4\u56de\u4efb\u52a1（WaferId 1001）\u3002<\/li>\n<\/ul>\n
\n\u4e03\u3001\u603b\u7ed3\u4e0e\u6ce8\u610f\u4e8b\u9879<\/p>\n
- BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u7684\u7279\u70b9：\n
- \n
- O(log n) \u63d2\u5165\/\u67e5\u627e\/\u5220\u9664，O(n) \u6709\u5e8f\u904d\u5386，O(log n + k) \u8303\u56f4\u67e5\u8be2，O(k log n) \u5408\u5e76，\u9002\u5408\u5206\u5e03\u5f0f\u4efb\u52a1\u8c03\u5ea6\u3001\u6709\u5e8f\u5b58\u50a8\u548c\u8303\u56f4\u67e5\u8be2\u3002<\/li>\n
- \u901a\u7528\u54c8\u5e0c\u65cf\u786e\u4fdd\u5747\u5300\u5206\u533a，\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u652f\u6301\u9ad8\u6548\u4f18\u5148\u7ea7\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u4e0e\u5176\u4ed6\u6570\u636e\u7ed3\u6784\/\u7b97\u6cd5\u5bf9\u6bd4：\n
- \n
- \u6392\u5e8f\u5b57\u5178\/\u6392\u5e8f\u5217\u8868：\u529f\u80fd\u7c7b\u4f3c，O(log n) \u64cd\u4f5c，\u5206\u522b\u5f3a\u8c03\u952e\u503c\u6620\u5c04\u548c\u5217\u8868\u987a\u5e8f\u3002<\/li>\n
- \u5f00\u653e\u5bfb\u5740\u54c8\u5e0c\u8868：O(1 \/ (1 – \\\\alpha)) \u64cd\u4f5c，\u9002\u5408\u9ad8\u6548\u952e\u503c\u5b58\u50a8，\u65e0\u5e8f\u3002<\/li>\n
- \u5e03\u8c37\u9e1f\u54c8\u5e0c\u8868：O(1) \u67e5\u627e\/\u5220\u9664，O(1) \u63d2\u5165（\u644a\u9500），\u9002\u5408\u9ad8\u6548\u67e5\u627e，\u65e0\u5e8f\u3002<\/li>\n
- \u94fe\u5f0f\u54c8\u5e0c\u8868：O(1 + \\\\alpha \\\\log n) \u64cd\u4f5c，\u9002\u5408\u7075\u6d3b\u51b2\u7a81\u7ba1\u7406，\u65e0\u5e8f\u3002<\/li>\n
- \u6590\u6ce2\u90a3\u5951\u5806：O(k) \u5408\u5e76，\u9002\u5408\u52a8\u6001\u4f18\u5148\u7ea7\u8c03\u5ea6\u3002<\/li>\n
- \u4e8c\u53c9\u6700\u5c0f\u5806：O(k n) \u5408\u5e76，\u9002\u5408\u5355\u673a\u8c03\u5ea6\u3002<\/li>\n
- \u5faa\u73af\u961f\u5217\/\u5faa\u73af\u7f13\u51b2\u533a：O(1) \u64cd\u4f5c，\u9002\u5408 FIFO \u4efb\u52a1\u3002<\/li>\n
- \u5355\u94fe\u8868\/\u53cc\u94fe\u8868：\u9002\u5408\u52a8\u6001\u5217\u8868，\u901a\u4fe1\u5f00\u9500\u5927\u3002<\/li>\n
- \u6570\u7ec4\u5217\u8868：\u9002\u5408\u968f\u673a\u8bbf\u95ee，\u7ed3\u5408\u5feb\u901f\u6392\u5e8f\u3002<\/li>\n
- \u6808：\u9002\u5408 LIFO\u3002<\/li>\n
- \u5806\u6392\u5e8f\/\u5feb\u901f\u6392\u5e8f：\u9002\u5408\u672c\u5730\u6392\u5e8f，\u5206\u5e03\u5f0f\u9700\u4f18\u5316\u5408\u5e76\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u534a\u5bfc\u4f53\u4ea7\u7ebf\u9002\u7528\u6027：\n
- \n
- \u6d4b\u8bd5\u673a：BST+\u4e8c\u9879\u5f0f\u6700\u5c0f\u5806\u9002\u5408\u6709\u5e8f\u4efb\u52a1\u5b58\u50a8\u3001\u8303\u56f4\u67e5\u8be2\u548c\u5206\u5e03\u5f0f\u4f18\u5148\u7ea7\u8c03\u5ea6\u3002<\/li>\n
- \u8d34\u7247\u673a：\u9002\u5408\u4efb\u52a1\u4f18\u5148\u7ea7\u5206\u914d\u548c\u6709\u5e8f\u8f93\u51fa，\u5faa\u73af\u7f13\u51b2\u533a\u9002\u5408\u56fa\u5b9a\u4efb\u52a1\u7f13\u51b2\u3002<\/li>\n<\/ul>\n<\/li>\n
- \u4f18\u5316\u5efa\u8bae：\n
- \n
- BST：\u4f7f\u7528\u5e73\u8861 BST（\u5982 AVL \u6811\u3001\u7ea2\u9ed1\u6811）\u6216\u8df3\u8dc3\u5217\u8868\u66ff\u4ee3\u666e\u901a BST，\u4fdd\u6301 O(log n) \u6027\u80fd\u3002<\/li>\n
- \u4e8c\u9879\u5f0f\u6700\u5c0f\u5806：\u4f7f\u7528\u65e0\u9501\u8bbe\u8ba1（\u5982 CAS）\u4f18\u5316\u5e76\u53d1，\u4f18\u5316\u952e\u503c\u6620\u5c04\u3002<\/li>\n
- \u5206\u5e03\u5f0f\u7cfb\u7edf：\u7ed3\u5408\u6846\u67b6（\u5982 Apache Spark\u3001Hadoop）\u6216\u534f\u8bae（\u5982 Raft）\u4f18\u5316\u6027\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n
\u5982\u679c\u60a8\u9700\u8981\u66f4\u8be6\u7ec6\u7684 BST \u5b9e\u73b0（\u5982\u666e\u901a BST\u3001AVL \u6811\u3001\u8df3\u8dc3\u5217\u8868\u7684\u5177\u4f53\u4ee3\u7801，\u5206\u5e03\u5f0f\u6392\u5e8f\u7b97\u6cd5\u7684\u5e94\u7528），\u6216\u4e0e\u6392\u5e8f\u5b57\u5178\u3001\u6392\u5e8f\u5217\u8868\u3001\u54c8\u5e0c\u8868（\u94fe\u5f0f\u3001\u5e03\u8c37\u9e1f\u3001\u5f00\u653e\u5bfb\u5740）\u7684\u66f4\u6df1\u5165\u5bf9\u6bd4，\u6216\u9488\u5bf9\u7279\u5b9a\u534a\u5bfc\u4f53\u8bbe\u5907（\u5982\u6676\u5706\u5207\u5272\u673a）\u7684\u5b9a\u5236\u4ee3\u7801，\u8bf7\u8fdb\u4e00\u6b65\u8bf4\u660e，\u6211\u5c06\u63d0\u4f9b\u66f4\u6df1\u5165\u7684\u5206\u6790\u548c\u793a\u4f8b！<\/p>\n
\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"
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