HBase 基本Java API
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数据库:HBaseConfiguration HBaseAdmin
表:HTable HTableDescriptor
列族:HColumnDescriptor
行列操作:Put Get Scanner
HBaseConfiguration:
Configuration create()
//从classpath中查找hbase-site.xml初始化Configuration,如果没有,默认读取HBase-版本号.jar中的默认配置文件
void merger(Configuration destConf, Configuration srcConf) //合并两个Configuration
用法:Configuration config = HBaseConfiguration.create();
HBaseAdmin:
管理HBase数据库信息,可以创建表、删除表、列出表项、使表有效或无效、添加删除列族
void addColumn (String tableName, HColumnDescriptor column) //添加列族
void checkHBaseAvailable (HBaseConfiguration conf) //查看HBase状态,静态函数
void createTable (HTableDescriptor desc) //创建一个新表,同步操作
void deleteTable (byte[] tableName) //删除表
void enableTable (byte[] tableName) //使表有效
void disableTable (byte[] tableName) //使表无效
HTableDescriptor[] listTable() //列出所有用户空间表项
void modifyTable (byte[] tableName, HTableDescriptor htd) //修改表模式,异步操作,耗时
boolean tableExists (String tableName); //检查表是否存在
用法:HBaseAdmin admin = new HBaseAdmin(config); admin.disableTable(Bytes.toBytes("tablename"));
HTableDescriptor:
包含了表的名字及列族
void addFamily (HColumnDescriptor cdesc) //添加一个列族
HColumnDescriptor removeFamily ( byte[] column) //移除一个列族
byte[] getName () //获取表名
byte[] getValue (byte[] key) //获取属性值
void setValue (String key, String value ) //设置属性值
用法:
HTableDescriptor htd = new HTableDescriptor ("tableName");
htd.addFamily (new HColumnDescriptor("Family"));
HColumnDescriptor:
维护列族信息,如版本号、压缩设置等,通常在创建表或添加列族时使用
列族被创建后不能直接修改,只能删除后重建
列族被删除后,对应数据一同被删除
byte[] getName() //获取列族名字
byte[] getValue() //获取对应属性值
void setValue (String key, String value) //设置对应属性值
HTable:
用来与HBase表进行通信,非线程安全,若有多个线程,使用HTablePool
void checkAndPut (byte[] row, byte[] family, byte[] quaalifier, byte[] value, Put put) //自动检查row/family/qualifier/是否与给定的值匹配
void close() //释放资源
boolean exists (Get get) //检查get锁指定的值是否存在
Result get(Get get) //取出指定行的某些单元格对应的值
byte[][] getEndKeys () //获取表每个Region的结束键值
ResultScanner getScanner (byte[] family) //获取给定列族的Scanner实例
HTableDescriptor getTableDescriptor() //获取当前表的HTableDescriptor实例
byte[] getTableName() //获取表名
void put (Put put) //向表中添加值
用法:
HTable table = new HTable (conf, Bytes.toBytes("tablename"));
ResultScanner scanner = table.getScanner (Bytes.toBytes("cf"));
Put:
添加数据
Put add (byte[] family, byte[] quaalifier, byte[] value)
Put add (byte[] family, byte[] quaalifier, long ts, byte[] value)
List<Key Value> get (byte[] family, byte[] qualifier) //返回与指定 列族:列 匹配的项
boolean has (byte[] family, byte[] qualifier) //检查是否有 列族:列
用法:
HTable table = new HTable(conf, Bytes.toBytes("tablename"));
Put p = new Put(Bytes.toBytes("row")); //为指定行建一个Put操作
p.add(Bytes.toBytes("family"), Bytes.toBytes("qulifier"), Bytes.toBytes("tvalue"));
table.put(p);
Get:
获取单行信息
Get addColumn (byte[] family, byte[] qualifier)
Get addFamily (byte[] family)
Get setTimeRange (long minStamp, long maxStamp)
Get setFilter (Filter filter)
用法:
HTable table = new HTable(conf, Bytes.toBytes("tablename"));
Get g = new Get(Bytes.toBytes("row")); //为指定行建一个Get操作
Result result = table.get(g);
Result:
存储Get或Scan操作后获取的表的单行值
boolean containsColumn (byte[] family, byte[] qualifier)
NavigableMap<byte[], byte[]> getFamilyMap (byte[] family) //返回列族的qulifier:value们
byte[] getValue (byte[] family, byte[] qualifier)
ResultScanner:
void close()
Result next()
用法:
ResultScanner scanner = table.getScanner (Bytes.toBytes(family));
for ( Result rowResult : scanner )
byte[] str = rowResult.getValue ( Bytes.toBytes("family"), Bytes.toBytes("column") )
import java.util.List;import org.apache.hadoop.conf.Configuration;import org.apache.hadoop.hbase.Cell;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.TableName;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.Put;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.filter.BinaryComparator;import org.apache.hadoop.hbase.filter.BinaryPrefixComparator;import org.apache.hadoop.hbase.filter.ByteArrayComparable;import org.apache.hadoop.hbase.filter.ColumnPrefixFilter;import org.apache.hadoop.hbase.filter.CompareFilter.CompareOp;import org.apache.hadoop.hbase.filter.FamilyFilter;import org.apache.hadoop.hbase.filter.Filter;import org.apache.hadoop.hbase.filter.MultipleColumnPrefixFilter;import org.apache.hadoop.hbase.filter.PrefixFilter;import org.apache.hadoop.hbase.filter.QualifierFilter;import org.apache.hadoop.hbase.filter.RegexStringComparator;import org.apache.hadoop.hbase.filter.RowFilter;import org.apache.hadoop.hbase.filter.SingleColumnValueFilter;import org.apache.hadoop.hbase.filter.SubstringComparator;import org.apache.hadoop.hbase.master.TableNamespaceManager;import org.apache.hadoop.hbase.util.Bytes;import org.junit.Before;import org.junit.Test;public class HbaseDemo {private Configuration conf = null;@Beforepublic void init(){conf = HBaseConfiguration.create();conf.set("hbase.zookeeper.quorum", "hdp0,hdp1,hdp2");}@Testpublic void testDrop() throws Exception{HBaseAdmin admin = new HBaseAdmin(conf);admin.disableTable("account");admin.deleteTable("account");admin.close();}@Testpublic void testPut() throws Exception{HTable table = new HTable(conf, "person_info");Put p = new Put(Bytes.toBytes("person_rk_bj_zhang_000002"));p.add("base_info".getBytes(), "name".getBytes(), "zhangwuji".getBytes());table.put(p);table.close();}@Testpublic void testGet() throws Exception{HTable table = new HTable(conf, "person_info");Get get = new Get(Bytes.toBytes("person_rk_bj_zhang_000001"));get.setMaxVersions(5);Result result = table.get(get);List<Cell> cells = result.listCells();//result.getValue(family, qualifier); 可以从result中直接取出一个特定的value//遍历出result中所有的键值对for(KeyValue kv : result.list()){String family = new String(kv.getFamily());System.out.println(family);String qualifier = new String(kv.getQualifier());System.out.println(qualifier);System.out.println(new String(kv.getValue()));}table.close();}/** * 多种过滤条件的使用方法 * @throws Exception */@Testpublic void testScan() throws Exception{HTable table = new HTable(conf, "person_info".getBytes());Scan scan = new Scan(Bytes.toBytes("person_rk_bj_zhang_000001"), Bytes.toBytes("person_rk_bj_zhang_000002"));//前缀过滤器----针对行键Filter filter = new PrefixFilter(Bytes.toBytes("rk"));//行过滤器ByteArrayComparable rowComparator = new BinaryComparator(Bytes.toBytes("person_rk_bj_zhang_000001"));RowFilter rf = new RowFilter(CompareOp.LESS_OR_EQUAL, rowComparator);/** * 假设rowkey格式为:创建日期_发布日期_ID_TITLE * 目标:查找 发布日期 为 2014-12-21 的数据 */ rf = new RowFilter(CompareOp.EQUAL , new SubstringComparator("_2014-12-21_"));//单值过滤器 1 完整匹配字节数组new SingleColumnValueFilter("base_info".getBytes(), "name".getBytes(), CompareOp.EQUAL, "zhangsan".getBytes());//单值过滤器2 匹配正则表达式ByteArrayComparable comparator = new RegexStringComparator("zhang.");new SingleColumnValueFilter("info".getBytes(), "NAME".getBytes(), CompareOp.EQUAL, comparator);//单值过滤器2 匹配是否包含子串,大小写不敏感comparator = new SubstringComparator("wu");new SingleColumnValueFilter("info".getBytes(), "NAME".getBytes(), CompareOp.EQUAL, comparator);//键值对元数据过滤-----family过滤----字节数组完整匹配 FamilyFilter ff = new FamilyFilter( CompareOp.EQUAL , new BinaryComparator(Bytes.toBytes("base_info")) //表中不存在inf列族,过滤结果为空 ); //键值对元数据过滤-----family过滤----字节数组前缀匹配 ff = new FamilyFilter( CompareOp.EQUAL , new BinaryPrefixComparator(Bytes.toBytes("inf")) //表中存在以inf打头的列族info,过滤结果为该列族所有行 ); //键值对元数据过滤-----qualifier过滤----字节数组完整匹配 filter = new QualifierFilter( CompareOp.EQUAL , new BinaryComparator(Bytes.toBytes("na")) //表中不存在na列,过滤结果为空 ); filter = new QualifierFilter( CompareOp.EQUAL , new BinaryPrefixComparator(Bytes.toBytes("na")) //表中存在以na打头的列name,过滤结果为所有行的该列数据 ); //基于列名(即Qualifier)前缀过滤数据的ColumnPrefixFilter filter = new ColumnPrefixFilter("na".getBytes()); //基于列名(即Qualifier)多个前缀过滤数据的MultipleColumnPrefixFilter byte[][] prefixes = new byte[][] {Bytes.toBytes("na"), Bytes.toBytes("me")}; filter = new MultipleColumnPrefixFilter(prefixes); //为查询设置过滤条件 scan.setFilter(filter); scan.addFamily(Bytes.toBytes("base_info"));ResultScanner scanner = table.getScanner(scan);for(Result r : scanner){/**for(KeyValue kv : r.list()){String family = new String(kv.getFamily());System.out.println(family);String qualifier = new String(kv.getQualifier());System.out.println(qualifier);System.out.println(new String(kv.getValue()));}*///直接从result中取到某个特定的valuebyte[] value = r.getValue(Bytes.toBytes("base_info"), Bytes.toBytes("name"));System.out.println(new String(value));}table.close();}@Testpublic void testDel() throws Exception{HTable table = new HTable(conf, "user");Delete del = new Delete(Bytes.toBytes("rk0001"));del.deleteColumn(Bytes.toBytes("data"), Bytes.toBytes("pic"));table.delete(del);table.close();}public static void main(String[] args) throws Exception {Configuration conf = HBaseConfiguration.create();conf.set("hbase.zookeeper.quorum", "hdp0:2181,hdp1:2181,hdp2:2181");HBaseAdmin admin = new HBaseAdmin(conf);TableName tableName = TableName.valueOf("person_info");HTableDescriptor td = new HTableDescriptor(tableName);HColumnDescriptor cd = new HColumnDescriptor("base_info");cd.setMaxVersions(10);td.addFamily(cd);admin.createTable(td);admin.close();}}
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