首页
学习
活动
专区
工具
TVP
发布
精选内容/技术社群/优惠产品,尽在小程序
立即前往

用Java编写的B + Tree磁盘实现

下面是一个使用Java编写的简单B+树磁盘实现的示例:

代码语言:javascript
复制
import java.io.*;

public class BPlusTreeDiskImplementation {
    private static final int ORDER = 3; // B+树的阶数
    private static final int BLOCK_SIZE = 4096; // 磁盘块的大小

    private static class Node implements Serializable {
        private int[] keys;
        private long[] pointers;
        private int numKeys;
        private boolean isLeaf;

        public Node() {
            keys = new int[ORDER - 1];
            pointers = new long[ORDER];
            numKeys = 0;
            isLeaf = false;
        }
    }

    private RandomAccessFile file;
    private long rootOffset;

    public BPlusTreeDiskImplementation(String filename) throws IOException {
        file = new RandomAccessFile(filename, "rw");
        rootOffset = file.length(); // 根节点的偏移量为文件的末尾
        Node root = new Node();
        root.isLeaf = true;
        writeNode(root, rootOffset);
    }

    public void insert(int key, long value) throws IOException {
        Node root = readNode(rootOffset);
        if (root.numKeys == ORDER - 1) {
            Node newRoot = new Node();
            newRoot.pointers[0] = rootOffset;
            splitChild(newRoot, 0, root);
            root = newRoot;
            rootOffset = file.length();
            writeNode(root, rootOffset);
        }
        insertNonFull(root, key, value);
    }

    private void insertNonFull(Node node, int key, long value) throws IOException {
        int i = node.numKeys - 1;
        if (node.isLeaf) {
            while (i >= 0 && key < node.keys[i]) {
                node.keys[i + 1] = node.keys[i];
                node.pointers[i + 1] = node.pointers[i];
                i--;
            }
            node.keys[i + 1] = key;
            node.pointers[i + 1] = value;
            node.numKeys++;
            writeNode(node, getNodeOffset(node));
        } else {
            while (i >= 0 && key < node.keys[i]) {
                i--;
            }
            i++;
            Node child = readNode(node.pointers[i]);
            if (child.numKeys == ORDER - 1) {
                splitChild(node, i, child);
                if (key > node.keys[i]) {
                    i++;
                }
            }
            insertNonFull(readNode(node.pointers[i]), key, value);
        }
    }

    private void splitChild(Node parent, int index, Node child) throws IOException {
        Node newChild = new Node();
        newChild.isLeaf = child.isLeaf;
        newChild.numKeys = ORDER / 2;
        for (int i = 0; i < ORDER / 2; i++) {
            newChild.keys[i] = child.keys[i + ORDER / 2];
            newChild.pointers[i] = child.pointers[i + ORDER / 2];
        }
        if (!child.isLeaf) {
            newChild.pointers[ORDER / 2] = child.pointers[ORDER - 1];
        }
        child.numKeys = ORDER / 2;
        for (int i = parent.numKeys; i > index; i--) {
            parent.keys[i] = parent.keys[i - 1];
            parent.pointers[i + 1] = parent.pointers[i];
        }
        parent.numKeys++;
        parent.keys[index] = newChild.keys[0];
        parent.pointers[index + 1] = getNodeOffset(newChild);
        writeNode(child, getNodeOffset(child));
        writeNode(newChild, getNodeOffset(newChild));
        writeNode(parent, getNodeOffset(parent));
    }

    public long search(int key) throws IOException {
        Node node = readNode(rootOffset);
        while (true) {
            int i = 0;
            while (i < node.numKeys && key > node.keys[i]) {
                i++;
            }
            if (i < node.numKeys && key == node.keys[i]) {
                return node.pointers[i];
            } else if (node.isLeaf) {
                return -1; // 未找到
            } else {
                node = readNode(node.pointers[i]);
            }
        }
    }

    private void writeNode(Node node, long offset) throws IOException {
        file.seek(offset);
        ByteArrayOutputStream baos = new ByteArrayOutputStream();
        ObjectOutputStream oos = new ObjectOutputStream(baos);
        oos.writeObject(node);
        byte[] data = baos.toByteArray();
        file.write(data);
        int padding = BLOCK_SIZE - data.length;
        if (padding > 0) {
            file.write(new byte[padding]);
        }
    }

    private Node readNode(long offset) throws IOException {
        file.seek(offset);
        byte[] data = new byte[BLOCK_SIZE];
        file.readFully(data);
        ByteArrayInputStream bais = new ByteArrayInputStream(data);
        ObjectInputStream ois = new ObjectInputStream(bais);
        try {
            return (Node) ois.readObject();
        } catch (ClassNotFoundException e) {
            e.printStackTrace();
        }
        return null;
    }

    private long getNodeOffset(Node node) {
        return (long) (BLOCK_SIZE * Math.ceil((double) nodeOffset
页面内容是否对你有帮助?
有帮助
没帮助

相关·内容

1时26分

一期一会读论文,这次带您探索B+-tree和透明压缩技术

14分25秒

071.go切片的小根堆

11分7秒

1.2 微搭平台架构介绍

15分24秒

2.1 编辑器的介绍和使用

11分27秒

2.2 数据模型的介绍和创建

15分52秒

2.3 组件及区块介绍和常规使用

7分50秒

2.4 表达式和变量的使用

7分20秒

2.5 APIs 整体介绍和配置创建

3分9秒

2.6 用户和权限管理

5分51秒

3.1 需求分析

3分31秒

3.2 数据模型创建

10分22秒

1.1 从0到1入门低代码

领券