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| 1 | +package com.mistray; |
| 2 | + |
| 3 | +/** |
| 4 | + * @author ZJY(MistRay) |
| 5 | + * @Project algorithm-study |
| 6 | + * @Package com.mistray |
| 7 | + * @create 2019年10月17日 14:59 |
| 8 | + * @Desc B Tree 实现 |
| 9 | + */ |
| 10 | +public class BTree<Key extends Comparable<Key>, Value> { |
| 11 | + |
| 12 | + // 每个节点最多有几个子节点 |
| 13 | + private static final int M = 4; |
| 14 | + // 根节点 |
| 15 | + private Node root; |
| 16 | + // 树高 |
| 17 | + private int height; |
| 18 | + // 当前节点的子节点的number |
| 19 | + private int n; |
| 20 | + |
| 21 | + private static final class Node { |
| 22 | + private int m; |
| 23 | + // 子节点数组 |
| 24 | + private Entry[] children = new Entry[M]; |
| 25 | + |
| 26 | + private Node(int k) { |
| 27 | + this.m = k; |
| 28 | + } |
| 29 | + } |
| 30 | + |
| 31 | + private static class Entry { |
| 32 | + private Comparable key; |
| 33 | + private Object val; |
| 34 | + // 下一个节点 |
| 35 | + private Node next; |
| 36 | + |
| 37 | + public Entry(Comparable key, Object val, Node next) { |
| 38 | + this.key = key; |
| 39 | + this.val = val; |
| 40 | + this.next = next; |
| 41 | + } |
| 42 | + } |
| 43 | + |
| 44 | + public BTree() { |
| 45 | + root = new Node(0); |
| 46 | + } |
| 47 | + |
| 48 | + public boolean isEmpty() { |
| 49 | + return size() == 0; |
| 50 | + } |
| 51 | + |
| 52 | + // 获取子节点数 |
| 53 | + public int size() { |
| 54 | + return n; |
| 55 | + } |
| 56 | + |
| 57 | + // 获取树高 |
| 58 | + public int height() { |
| 59 | + return height; |
| 60 | + } |
| 61 | + |
| 62 | + public Value get(Key key) { |
| 63 | + // 查询key |
| 64 | + if (null == key) { |
| 65 | + throw new RuntimeException("key为nul"); |
| 66 | + } |
| 67 | + int h = height; |
| 68 | + return search(root, key, h); |
| 69 | + } |
| 70 | + |
| 71 | + @SuppressWarnings("unchecked") |
| 72 | + private Value search(Node node, Key key, int height) { |
| 73 | + Entry[] children = node.children; |
| 74 | + // 说明树为最底层,遍历root节点的所有子节点即可 |
| 75 | + if (height == 0) { |
| 76 | + for (int i = 0; i < node.m; i++) { |
| 77 | + if (eq(children[i].key, key)) { |
| 78 | + return (Value) children[i].val; |
| 79 | + } |
| 80 | + } |
| 81 | + } else { |
| 82 | + for (int i = 0; i < node.m; i++) { |
| 83 | + // 如果当前node中key比输入的key小的话,则递归,查找下一个 |
| 84 | + if (i + 1 == node.m || less(key, children[i + 1].key)) { |
| 85 | + // 递归调用查找下一个node |
| 86 | + search(children[i].next, key, height - 1); |
| 87 | + } |
| 88 | + } |
| 89 | + } |
| 90 | + return null; |
| 91 | + } |
| 92 | + |
| 93 | + public void put(Key key, Value value) { |
| 94 | + |
| 95 | + if (key == null) { |
| 96 | + throw new NullPointerException("key must not be null"); |
| 97 | + } |
| 98 | + Node u = insert(root, key, value, height); //分裂后生成的右结点 |
| 99 | + n++; |
| 100 | + if (u == null) { |
| 101 | + return; |
| 102 | + } |
| 103 | + // need to split root重组root |
| 104 | + Node t = new Node(2); |
| 105 | + t.children[0] = new Entry(root.children[0].key, null, root); |
| 106 | + t.children[1] = new Entry(u.children[0].key, null, u); |
| 107 | + root = t; |
| 108 | + height++; |
| 109 | + } |
| 110 | + |
| 111 | + private Node insert(Node node, Key key, Value value, int height) { |
| 112 | + int j; |
| 113 | + Entry entry = new Entry(key, value, null); |
| 114 | + // external node外部结点,也是叶子结点,在树的最底层,存的是内容value |
| 115 | + if (height == 0) { |
| 116 | + for (j = 0; j < node.m; j++) { |
| 117 | + if (less(key, node.children[j].key)) { |
| 118 | + break; |
| 119 | + } |
| 120 | + } |
| 121 | + } |
| 122 | + // internal node内部结点,存的是next地址 |
| 123 | + else { |
| 124 | + for (j = 0; j < node.m; j++) { |
| 125 | + // 如果当前node.Entry[i + 1]的key比输入的key小的话 |
| 126 | + if ((j + 1 == node.m) || less(key, node.children[j + 1].key)) { |
| 127 | + Node u = insert(node.children[j++].next, key, value, height - 1); |
| 128 | + if (u == null) { |
| 129 | + return null; |
| 130 | + } |
| 131 | + // 获取到数据内容. |
| 132 | + entry.key = u.children[0].key; |
| 133 | + entry.next = u; |
| 134 | + break; |
| 135 | + } |
| 136 | + } |
| 137 | + } |
| 138 | + // 把j后面的元素右移 |
| 139 | + for (int i = node.m; i > j; i--) { |
| 140 | + node.children[i] = node.children[i - 1]; |
| 141 | + } |
| 142 | + // 把新元素添加到children[j]上 |
| 143 | + node.children[j] = entry; |
| 144 | + // 元素数量+1 |
| 145 | + node.m++; |
| 146 | + // 判断node内节点数是否超出约束节点个数 |
| 147 | + if (node.m < M) { |
| 148 | + return null; |
| 149 | + } else { |
| 150 | + // 分裂节点 |
| 151 | + return split(node); |
| 152 | + } |
| 153 | + } |
| 154 | + |
| 155 | + |
| 156 | + // split node in half |
| 157 | + private Node split(Node h) { |
| 158 | + Node t = new Node(M / 2); |
| 159 | + h.m = M / 2; |
| 160 | + for (int j = 0; j < M / 2; j++) { |
| 161 | + t.children[j] = h.children[M / 2 + j]; |
| 162 | + } |
| 163 | + return t; |
| 164 | + } |
| 165 | + |
| 166 | + |
| 167 | + /** |
| 168 | + * Returns a string representation of this B-tree (for debugging). |
| 169 | + * |
| 170 | + * @return a string representation of this B-tree. |
| 171 | + */ |
| 172 | + @Override |
| 173 | + public String toString() { |
| 174 | + return toString(root, height, "") + "\n"; |
| 175 | + } |
| 176 | + |
| 177 | + private String toString(Node h, int ht, String indent) { |
| 178 | + StringBuilder s = new StringBuilder(); |
| 179 | + Entry[] children = h.children; |
| 180 | + |
| 181 | + if (ht == 0) { |
| 182 | + for (int j = 0; j < h.m; j++) { |
| 183 | + s.append(indent + children[j].key + " " + children[j].val + "\n"); |
| 184 | + } |
| 185 | + } else { |
| 186 | + for (int j = 0; j < h.m; j++) { |
| 187 | + if (j > 0) { |
| 188 | + s.append(indent + "(" + children[j].key + ")\n"); |
| 189 | + } |
| 190 | + s.append(toString(children[j].next, ht - 1, indent + " ")); |
| 191 | + } |
| 192 | + } |
| 193 | + return s.toString(); |
| 194 | + } |
| 195 | + |
| 196 | + /** |
| 197 | + * Unit tests the {@code BTree} data type. |
| 198 | + * |
| 199 | + * @param args the command-line arguments |
| 200 | + */ |
| 201 | + public static void main(String[] args) { |
| 202 | + BTree<String, String> st = new BTree<String, String>(); |
| 203 | + |
| 204 | + st.put("www.cs.princeton.edu", "128.112.136.12"); |
| 205 | + st.put("www.cs.princeton.edu", "128.112.136.11"); |
| 206 | + st.put("www.princeton.edu", "128.112.128.15"); |
| 207 | + st.put("www.yale.edu", "130.132.143.21"); |
| 208 | + st.put("www.simpsons.com", "209.052.165.60"); |
| 209 | + st.put("www.apple.com", "17.112.152.32"); |
| 210 | + st.put("www.amazon.com", "207.171.182.16"); |
| 211 | + st.put("www.ebay.com", "66.135.192.87"); |
| 212 | + st.put("www.cnn.com", "64.236.16.20"); |
| 213 | + st.put("www.google.com", "216.239.41.99"); |
| 214 | + st.put("www.nytimes.com", "199.239.136.200"); |
| 215 | + st.put("www.microsoft.com", "207.126.99.140"); |
| 216 | + st.put("www.dell.com", "143.166.224.230"); |
| 217 | + st.put("www.slashdot.org", "66.35.250.151"); |
| 218 | + st.put("www.espn.com", "199.181.135.201"); |
| 219 | + st.put("www.weather.com", "63.111.66.11"); |
| 220 | + st.put("www.yahoo.com", "216.109.118.65"); |
| 221 | + |
| 222 | + |
| 223 | + System.out.println("cs.princeton.edu: " + st.get("www.cs.princeton.edu")); |
| 224 | + System.out.println("hardvardsucks.com: " + st.get("www.harvardsucks.com")); |
| 225 | + System.out.println("simpsons.com: " + st.get("www.simpsons.com")); |
| 226 | + System.out.println("apple.com: " + st.get("www.apple.com")); |
| 227 | + System.out.println("ebay.com: " + st.get("www.ebay.com")); |
| 228 | + System.out.println("dell.com: " + st.get("www.dell.com")); |
| 229 | + System.out.println(); |
| 230 | + |
| 231 | + System.out.println("size: " + st.size()); |
| 232 | + System.out.println("height: " + st.height()); |
| 233 | + System.out.println(st); |
| 234 | + System.out.println(); |
| 235 | + } |
| 236 | + |
| 237 | + |
| 238 | + @SuppressWarnings("unchecked") |
| 239 | + private boolean less(Comparable k1, Comparable k2) { |
| 240 | + return k1.compareTo(k2) < 0; |
| 241 | + } |
| 242 | + |
| 243 | + @SuppressWarnings("unchecked") |
| 244 | + private boolean eq(Comparable k1, Comparable k2) { |
| 245 | + return k1.compareTo(k2) == 0; |
| 246 | + } |
| 247 | +} |
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