HBase API操作

该博客主要介绍了HBase相关内容。首先说明了环境准备,需在新建项目的pom.xml中添加依赖。接着详细阐述了HBase API的多种操作,包括获取Configuration对象、判断表是否存在、创建和删除表、插入和删除数据以及获取不同类型的数据等。

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1.1 环境准备

新建项目后在pom.xml中添加依赖:

<dependency>

    <groupId>org.apache.hbase</groupId>

    <artifactId>hbase-server</artifactId>

    <version>1.3.1</version>

</dependency>

 

<dependency>

    <groupId>org.apache.hbase</groupId>

    <artifactId>hbase-client</artifactId>

    <version>1.3.1</version>

</dependency>

 

<dependency>

   <groupId>jdk.tools</groupId>

   <artifactId>jdk.tools</artifactId>

   <version>1.8</version>

   <scope>system</scope>

   <systemPath>${JAVA_HOME}/lib/tools.jar</systemPath>

</dependency>

 

1.2 HBaseAPI

1.2.1 获取Configuration对象

public static Configuration conf;

static{

   //使用HBaseConfiguration的单例方法实例化

   conf = HBaseConfiguration.create();

  //hbase-site.xml可以替换以下这两行代码

  conf.set("hbase.zookeeper.quorum", "192.168.9.102");

  conf.set("hbase.zookeeper.property.clientPort", "2181");

}

 

此部分还可以将xml配置文件放入到resource文件夹下,来替换上边这些代码

hbase-site.xml

<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!--
/**
 *
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
-->
<configuration>
<property>     
		<name>hbase.rootdir</name>     
		<value>hdfs://hadoop102:9000/hbase</value>   
	</property>

	<property>   
		<name>hbase.cluster.distributed</name>
		<value>true</value>
	</property>

   <!-- 0.98后的新变动,之前版本没有.port,默认端口为60000 -->
	<property>
		<name>hbase.master.port</name>
		<value>16000</value>
	</property>

	<property>   
		<name>hbase.zookeeper.quorum</name>
	     <value>hadoop102:2181,hadoop103:2181,hadoop104:2181</value>
	</property>

	<property>   
		<name>hbase.zookeeper.property.dataDir</name>
	     <value>/opt/module/zookeeper-3.4.5/data</value>
	</property>
</configuration>

1.2.2 判断表是否存在

public static boolean isTableExist(String tableName) throws MasterNotRunningException,

 ZooKeeperConnectionException, IOException{

   //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);

}

1.2.3 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!");

   }

}

1.2.4 删除表

public static void dropTable(String tableName) throws MasterNotRunningException,

 ZooKeeperConnectionException, IOException{

   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!");

   }

}

1.2.5 向表中插入数据

public static void addRowData(String tableName, String rowKey, String columnFamily, String

 column, String value) throws IOException{

   //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");

}

1.2.6 删除多行数据

public static void deleteMultiRow(String tableName, String... rows) throws IOException{

   HTable hTable = new HTable(conf, tableName);

   List<Delete> deleteList = new ArrayList<Delete>();

   for(String row : rows){

      Delete delete = new Delete(Bytes.toBytes(row));

      deleteList.add(delete);

   }

   hTable.delete(deleteList);

   hTable.close();

}

1.2.7 获取所有数据

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)));

      }

   }

}

1.2.8 获取某一行数据

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());

   }

}

1.2.9 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)));

   }

}

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