HBase入门

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Author：xxx0624

HomePage：http://www.cnblogs.com/xxx0624/

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一 HBase特点

1.HBase表与表之间没有关联查询

　　查询方法只有三种:

　　　　1.1 全表查询

　　　　1.2 按照rowkey查询

　　　　1.3 rowkey结合range查询

2.一个数据行(row)可以有唯一的row key和任意数量的列

3.表中的数据无char int 等类型之分

二 HBase基本命令

名称	命令表达式
创建表	create '表名称', '列名称1','列名称2','列名称N'
添加记录	put '表名称', '行名称', '列名称:', '值'
查看记录	get '表名称', '行名称'
查看表中的记录总数	count '表名称'
删除记录	delete '表名' ,'行名称' , '列名称'
删除一张表	先要屏蔽该表，才能对该表进行删除，第一步 disable '表名称' 第二步 drop '表名称'
查看所有记录	scan "表名称"
查看某个表某个列中所有数据	scan "表名称" , ['列名称:']
更新记录	就是重写一遍进行覆盖

三 HBase api操作

    import java.io.IOException;     
    import java.util.ArrayList;     
    import java.util.List;     
          
    import org.apache.hadoop.conf.Configuration;     
    import org.apache.hadoop.hbase.HBaseConfiguration;     
    import org.apache.hadoop.hbase.HColumnDescriptor;     
    import org.apache.hadoop.hbase.HTableDescriptor;     
    import org.apache.hadoop.hbase.KeyValue;     
    import org.apache.hadoop.hbase.MasterNotRunningException;     
    import org.apache.hadoop.hbase.ZooKeeperConnectionException;     
    import org.apache.hadoop.hbase.client.Delete;     
    import org.apache.hadoop.hbase.client.Get;     
    import org.apache.hadoop.hbase.client.HBaseAdmin;     
    import org.apache.hadoop.hbase.client.HTable;     
    import org.apache.hadoop.hbase.client.Result;     
    import org.apache.hadoop.hbase.client.ResultScanner;     
    import org.apache.hadoop.hbase.client.Scan;     
    import org.apache.hadoop.hbase.client.Put;     
    import org.apache.hadoop.hbase.util.Bytes;     
          
    public class HbaseTest {       
             
        private static Configuration conf =null;  
         /** 
          * 初始化配置 
         */  
         static {  
             conf = HBaseConfiguration.create();  
         }  
           
        /**   
         * 创建一张表   
         */    
        public static void creatTable(String tableName, String[] familys) throws Exception {     
            HBaseAdmin admin = new HBaseAdmin(conf);     
            if (admin.tableExists(tableName)) {     
                System.out.println("table already exists!");     
            } else {     
                HTableDescriptor tableDesc = new HTableDescriptor(tableName);     
                for(int i=0; i<familys.length; i++){     
                    tableDesc.addFamily(new HColumnDescriptor(familys[i]));     
                }     
                admin.createTable(tableDesc);     
                System.out.println("create table " + tableName + " ok.");     
            }      
        }     
             
        /**   
         * 删除表   
         */    
        public static void deleteTable(String tableName) throws Exception {     
           try {     
               HBaseAdmin admin = new HBaseAdmin(conf);     
               admin.disableTable(tableName);     
               admin.deleteTable(tableName);     
               System.out.println("delete table " + tableName + " ok.");     
           } catch (MasterNotRunningException e) {     
               e.printStackTrace();     
           } catch (ZooKeeperConnectionException e) {     
               e.printStackTrace();     
           }     
        }     
              
        /**   
         * 插入一行记录   
         */    
        public static void addRecord (String tableName, String rowKey, String family, String qualifier, String value)     
                throws Exception{     
            try {     
                HTable table = new HTable(conf, tableName);     
                Put put = new Put(Bytes.toBytes(rowKey));     
                put.add(Bytes.toBytes(family),Bytes.toBytes(qualifier),Bytes.toBytes(value));     
                table.put(put);     
                System.out.println("insert recored " + rowKey + " to table " + tableName +" ok.");     
            } catch (IOException e) {     
                e.printStackTrace();     
            }     
        }     
          
        /**   
         * 删除一行记录   
         */    
        public static void delRecord (String tableName, String rowKey) throws IOException{     
            HTable table = new HTable(conf, tableName);     
            List list = new ArrayList();     
            Delete del = new Delete(rowKey.getBytes());     
            list.add(del);     
            table.delete(list);     
            System.out.println("del recored " + rowKey + " ok.");     
        }     
              
        /**   
         * 查找一行记录   
         */    
        public static void getOneRecord (String tableName, String rowKey) throws IOException{     
            HTable table = new HTable(conf, tableName);     
            Get get = new Get(rowKey.getBytes());     
            Result rs = table.get(get);     
            for(KeyValue kv : rs.raw()){     
                System.out.print(new String(kv.getRow()) + " " );     
                System.out.print(new String(kv.getFamily()) + ":" );     
                System.out.print(new String(kv.getQualifier()) + " " );     
                System.out.print(kv.getTimestamp() + " " );     
                System.out.println(new String(kv.getValue()));     
            }     
        }     
              
        /**   
         * 显示所有数据   
         */    
        public static void getAllRecord (String tableName) {     
            try{     
                 HTable table = new HTable(conf, tableName);     
                 Scan s = new Scan();     
                 ResultScanner ss = table.getScanner(s);     
                 for(Result r:ss){     
                     for(KeyValue kv : r.raw()){     
                        System.out.print(new String(kv.getRow()) + " ");     
                        System.out.print(new String(kv.getFamily()) + ":");     
                        System.out.print(new String(kv.getQualifier()) + " ");     
                        System.out.print(kv.getTimestamp() + " ");     
                        System.out.println(new String(kv.getValue()));     
                     }     
                 }     
            } catch (IOException e){     
                e.printStackTrace();     
            }     
        }     
             
        public static void  main (String [] agrs) {     
            try {     
                String tablename = "scores";     
                String[] familys = {"grade", "course"};     
                HbaseTest.creatTable(tablename, familys);     
                      
                //add record zkb     
                HbaseTest.addRecord(tablename,"zkb","grade","","哈哈");     
                HbaseTest.addRecord(tablename,"zkb","course","","90");     
                HbaseTest.addRecord(tablename,"zkb","course","math","97");     
                HbaseTest.addRecord(tablename,"zkb","course","art","87");     
                //add record  baoniu     
                HbaseTest.addRecord(tablename,"baoniu","grade","","4");     
                HbaseTest.addRecord(tablename,"baoniu","course","math","89");     
                      
                System.out.println("===========get one record========");     
                HbaseTest.getOneRecord(tablename, "zkb");     
                      
                System.out.println("===========show all record========");     
                HbaseTest.getAllRecord(tablename);     
                      
                System.out.println("===========del one record========");     
                HbaseTest.delRecord(tablename, "baoniu");     
                HbaseTest.getAllRecord(tablename);     
                      
                System.out.println("===========show all record========");     
                HbaseTest.getAllRecord(tablename);    
            } catch (Exception e) {     
                e.printStackTrace();     
            }     
        }     
    }

View Code

四 HBase运行参数解释

hbase.client.write.buffer

描述:设置写入数据的缓冲区大小. 当服务器和客户端传送数据时,服务器为了提高运行性能开了一个缓冲区来处理数据.

hbase.master.meta.thread.rescanfrequency

描述:设置HMaster多长时间对系统表root和meta扫描一次. 设置时间长一点,可以降低系统能耗.

hbase.hregion.max.filesize

描述:HRegion中的HStoreFile最大值,任何表中的列族一旦超过这个大小就会被切分.

hbase.zookeeper.property.maxClientCnxns

描述:这个配置来自于zookeeper,表示zookeeper客户端同时访问服务器端时候的并发连接数. zookeeper对于HBase来说就是一个入口,这个参数可以稍微设置大一点.

五 HBase读数据&写数据

读数据:优先读取HMemcache中的数据,若不存在再到HStore中读取,提高读取性能

写数据:写数据会写到HMemcache和Hlog中,HMemcache建立缓存,Hlog同步HMemcache和HStore的事物日志. 当Flush Cache时,数据持久化到HStore中,并清空HMemcache.

举例建表

Table	Row Key	Family	Attributes
website	Row_ID	info:	URL,Title,Time,Introduce
		text:	No column key
		some_fa_1:
		some_fa_2:
		some_fa_3:

上图中website表中我们定义了info列簇,其中包含4个属性,分表代表web的URL地址,web的标题,web的最新更新时间,web的简介

text列簇无属性,则可以存储web的详细内容

some_fa_1/2/3 可选(解释同text列簇)

其中:当你想在info中添加属性是,则可以在添加命令中info:xxx即可.体现出HBase的可伸缩性

具体操作如下:

 ============================创建website表=========================
 create 'website', 'info','text','some_fa_1','some_fa_2','some_fa_3'
 
 
 ============================插入信息=========================
 put 'website', '1', 'info:title', 'this is website's title'

 put 'website', '1', 'info:time', '2015/02/26'

 put 'website', '1', 'info:url', 'http://www.cnblogs.com/xxx0624/'

 put 'website', '1', 'info:introduce', 'this is website's introduce'

 put 'website', '1', 'text:', 'this is xxx0624'

 (剩下的some_fa_1/2/3可以自行参考text添加)

 ============================读取信息=========================

scan 'website',{COLUMNS=>['text:','info:title'] } 列举出web的内容和标题

get 'website','1' 列出web的row ID 等于1的数据

get 'website','1', {COLUMN => 'info'} 列出web的row ID 等于1的 info



详细可以参考:http://www.uml.org.cn/sjjm/201212141.asp