HBase实战:JAVAAPI

一.JavaAPI:

1 新建Maven Project

新建项目后在pom.xml中添加依赖:

pom.xml


    org.apache.hbase
    hbase-server
    1.3.1



    org.apache.hbase
    hbase-client
    1.3.1




    org.apache.hbase
    hbase-common
    1.3.1


2 编写常用HBaseAPI

注意:这是学习使用的老版本的API,
(0)若想要在控制台打印关于hbase的日志,需要将目录/opt/module/hbase-1.3.1/conf中的log4j.properties拷贝到resources目录中:

1
2

(1). 首先需要获取Configuration对象:

public static Configuration conf;

static{
    //使用HBaseConfiguration的单例方法实例化
    conf = HBaseConfiguration.create();

    //连接的集群,ZK的端口号,连接ZK的节点
    conf.set("hbase.zookeeper.quorum", "hadoop1");
    conf.set("hbase.zookeeper.property.clientPort", "2181");
    conf.set("zookeeper.znode.parent", "/hbase");
}

(2).判断表是否存在:


public static boolean isTableExist(String tableName) throws Exception{
    //在HBase中管理、访问表需要先创建HBaseAdmin对象
    Connection connection = ConnectionFactory.createConnection(conf);
    HBaseAdmin admin = (HBaseAdmin) connection.getAdmin();

    //HBaseAdmin admin = new HBaseAdmin(conf);
    return admin.tableExists(tableName);
}

(3). 创建表

public static void createTable(String tableName, String... columnFamily) throws MasterNotRunningException, ZooKeeperConnectionException, IOException{
    HBaseAdmin admin = new HBaseAdmin(conf);
    //判断表是否存在
    if(isTableExist(tableName)){
        System.out.println("表" + tableName + "已存在");
        //System.exit(0);
    }else{
        //创建表属性对象,表名需要转字节
        HTableDescriptor descriptor = new HTableDescriptor(TableName.valueOf(tableName));
        //创建多个列族
        for(String cf : columnFamily){
            descriptor.addFamily(new HColumnDescriptor(cf));
        }
        //根据对表的配置,创建表
        admin.createTable(descriptor);
        System.out.println("表" + tableName + "创建成功!");
    }
}

(4).删除表

public static void dropTable(String tableName) throws Exception{
    HBaseAdmin admin = new HBaseAdmin(conf);
    if(isTableExist(tableName)){
        admin.disableTable(tableName);
        admin.deleteTable(tableName);
        System.out.println("表" + tableName + "删除成功!");
    }else{
        System.out.println("表" + tableName + "不存在!");
    }
}

(5).向表中插入数据

public static void addRowData(String tableName, String rowKey, String columnFamily, String column, String value) throws Exception{
    //创建HTable对象
    HTable hTable = new HTable(conf, tableName);
    //向表中插入数据
    Put put = new Put(Bytes.toBytes(rowKey));
    //向Put对象中组装数据
    put.add(Bytes.toBytes(columnFamily), Bytes.toBytes(column), Bytes.toBytes(value));
    hTable.put(put);
    hTable.close();
    System.out.println("插入数据成功");
}

(6).删除多行数据

public static void deleteMultiRow(String tableName, String... rows) throws IOException{
    HTable hTable = new HTable(conf, tableName);
    List deleteList = new ArrayList();
    for(String row : rows){
        Delete delete = new Delete(Bytes.toBytes(row));
        deleteList.add(delete);
    }
    hTable.delete(deleteList);
    hTable.close();
}

(7). 得到所有数据

public static void getAllRows(String tableName) throws IOException{
    HTable hTable = new HTable(conf, tableName);
    //得到用于扫描region的对象
    Scan scan = new Scan();
    //使用HTable得到resultcanner实现类的对象
    ResultScanner resultScanner = hTable.getScanner(scan);
    for(Result result : resultScanner){
        Cell[] cells = result.rawCells();
        for(Cell cell : cells){
            //得到rowkey
            System.out.println("行键:" + Bytes.toString(CellUtil.cloneRow(cell)));
            //得到列族
            System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell)));
            System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell)));
            System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell)));
        }
    }
}

(8). 得到某一行所有数据

public static void getRow(String tableName, String rowKey) throws IOException{
    HTable table = new HTable(conf, tableName);
    Get get = new Get(Bytes.toBytes(rowKey));
    //get.setMaxVersions();显示所有版本
//get.setTimeStamp();显示指定时间戳的版本
    Result result = table.get(get);
    for(Cell cell : result.rawCells()){
        System.out.println("行键:" + Bytes.toString(result.getRow()));
        System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell)));
        System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell)));
        System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell)));
        System.out.println("时间戳:" + cell.getTimestamp());
    }
}

(9). 获取某一行指定“列族:列”的数据

public static void getRowQualifier(String tableName, String rowKey, String family, String qualifier) throws IOException{
    HTable table = new HTable(conf, tableName);
    Get get = new Get(Bytes.toBytes(rowKey));
    get.addColumn(Bytes.toBytes(family), Bytes.toBytes(qualifier));
    Result result = table.get(get);
    for(Cell cell : result.rawCells()){
        System.out.println("行键:" + Bytes.toString(result.getRow()));
        System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell)));
        System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell)));
        System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell)));
    }
}
3 完整程序:

(1)HBaseUtil

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HColumnDescriptor;
import org.apache.hadoop.hbase.HTableDescriptor;
import org.apache.hadoop.hbase.NamespaceDescriptor;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.Admin;
import org.apache.hadoop.hbase.client.Connection;
import org.apache.hadoop.hbase.client.ConnectionFactory;
import org.apache.hadoop.hbase.util.Bytes;

import java.io.IOException;
import java.text.DecimalFormat;
import java.util.Iterator;
import java.util.TreeSet;

/**
* 
* 1、NameSpace ====>  命名空间
* 2、createTable ===> 表
* 3、isTable   ====>  判断表是否存在
* 4、Region、RowKey、分区键
*/
public class HBaseUtil {

/**
* 初始化命名空间
*
* @param conf      配置对象
* @param namespace 命名空间的名字
* @throws Exception
*/
public static void initNameSpace(Configuration conf, String namespace) throws Exception {

    Connection connection = ConnectionFactory.createConnection(conf);
    Admin admin = connection.getAdmin();
    //命名空间描述器
    NamespaceDescriptor nd = NamespaceDescriptor
                            .create(namespace)
                            .addConfiguration("AUTHOR", "Movle")
                            .build();
    //通过admin对象来创建命名空间
    admin.createNamespace(nd);
    System.out.println("已初始化命名空间");
    //关闭两个对象
    close(admin, connection);
}

/**
* 关闭admin对象和connection对象
*
* @param admin      关闭admin对象
* @param connection 关闭connection对象
* @throws IOException IO异常
*/
private static void close(Admin admin, Connection connection) throws IOException {

    if (admin != null) {
        admin.close();
    }
    if (connection != null) {
        connection.close();
    }
}

/**
* 创建HBase的表
* @param conf
* @param tableName
* @param regions
* @param columnFamily
*/
public static void createTable(Configuration conf, String tableName, int regions, String... columnFamily) throws IOException {

    Connection connection = ConnectionFactory.createConnection(conf);
    Admin admin = connection.getAdmin();
    //判断表
    if (isExistTable(conf, tableName)) {
        return;
    }
    //表描述器 HTableDescriptor
    HTableDescriptor htd = new HTableDescriptor(TableName.valueOf(tableName));
    for (String cf : columnFamily) {
    //列描述器 :HColumnDescriptor
        htd.addFamily(new HColumnDescriptor(cf));
    }
    //htd.addCoprocessor("hbase.CalleeWriteObserver");
    //创建表
    admin.createTable(htd,genSplitKeys(regions));
    System.out.println("已建表");
    //关闭对象
    close(admin,connection);
}

/**
* 分区键
* @param regions region个数
* @return splitKeys
*/
private static byte[][] genSplitKeys(int regions) {

    //存放分区键的数组
    String[] keys = new String[regions];
    //格式化分区键的形式  00 01 02
    DecimalFormat df = new DecimalFormat("00");
    for (int i = 0; i < regions; i++) {
        keys[i] = df.format(i) + "";
    }

    byte[][] splitKeys = new byte[regions][];
    //排序 保证你这个分区键是有序得
    TreeSet treeSet = new TreeSet(Bytes.BYTES_COMPARATOR);
    for (int i = 0; i < regions; i++) {
        treeSet.add(Bytes.toBytes(keys[i]));
    }

    //输出
    Iterator iterator = treeSet.iterator();
    int index = 0;
    while (iterator.hasNext()) {
        byte[] next = iterator.next();
        splitKeys[index++]= next;
    }

    return splitKeys;
}

/**
* 判断表是否存在
* @param conf      配置 conf
* @param tableName 表名
*/
public static boolean isExistTable(Configuration conf, String tableName) throws IOException {

    Connection connection = ConnectionFactory.createConnection(conf);
    Admin admin = connection.getAdmin();

    boolean result = admin.tableExists(TableName.valueOf(tableName));
    close(admin, connection);
    return result;
}
}

(2) PropertiesUtil

import java.io.IOException;
import java.io.InputStream;
import java.util.Properties;

public class PropertiesUtil {

    public static Properties properties = null;
    static {
    //获取配置文件、方便维护
        InputStream is = ClassLoader.getSystemResourceAsStream("hbase_consumer.properties");
        properties = new Properties();

        try {
            properties.load(is);
        } catch (IOException e) {
            e.printStackTrace();
        }
    }

/**
* 获取参数值
* @param key 名字
* @return 参数值
*/
    public static String getProperty(String key){
        return properties.getProperty(key);
    }
}

(3) hbase_consumer.properties

# 设置Hbase的一些变量

hbase.calllog.regions=6
hbase.calllog.namespace=aa
hbase.calllog.tablename=Movle

(4) HBaseDAO

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;


public class HBaseDAO {

    private static String namespace = PropertiesUtil.getProperty("hbase.calllog.namespace");
    private static String tableName = PropertiesUtil.getProperty("hbase.calllog.tablename");
    private static Integer regions = Integer.valueOf(PropertiesUtil.getProperty("hbase.calllog.regions"));

    public static void main(String[] args) throws Exception {
    
        Configuration conf = HBaseConfiguration.create();
        conf.set("hbase.zookeeper.property.clientPort", "2181");
        conf.set("hbase.zookeeper.quorum", "hadoop1");
        conf.set("zookeeper.znode.parent", "/hbase");

        if (!HBaseUtil.isExistTable(conf, tableName)) {
            HBaseUtil.initNameSpace(conf, namespace);
            HBaseUtil.createTable(conf, tableName, regions, "f1", "f2");
        }
    }
}

7.运行结果:
运行HBaseDAO中的main函数:

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