HBASE的javaAPI使用,建表,增,删,查,过滤器简单实用
2016-05-07 18:30
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-涉及主要对象认识
- HBaseConfiguration: HBase配置类
- HConnectionManager: HBase的java连接类
- HBaseAdmin: HBase的管理类,主要对表的管理,创建,禁用,删除等
- HTableDescriptor: 表属性的描述,添加列族等
- HTable: HBase的表对象,用操作表,添加数据,表扫面等
- HBaseConfiguration: HBase配置类
- HConnectionManager: HBase的java连接类
- HBaseAdmin: HBase的管理类,主要对表的管理,创建,禁用,删除等
- HTableDescriptor: 表属性的描述,添加列族等
- HTable: HBase的表对象,用操作表,添加数据,表扫面等
package com.fang.demo; 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.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.HConnection; import org.apache.hadoop.hbase.client.HConnectionManager; 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.CompareFilter.CompareOp; import org.apache.hadoop.hbase.filter.Filter; import org.apache.hadoop.hbase.filter.FilterList; import org.apache.hadoop.hbase.filter.PageFilter; import org.apache.hadoop.hbase.filter.PrefixFilter; import org.apache.hadoop.hbase.filter.RowFilter; import org.apache.hadoop.hbase.filter.SingleColumnValueFilter; import org.apache.hadoop.hbase.filter.TimestampsFilter; import org.apache.hadoop.hbase.util.Bytes; import org.junit.After; import org.junit.Before; import org.junit.Test; public class HBaseFilterTest { public static Configuration configuration; public static HConnection hConnection; @Before public void testBefore() { try { configuration = HBaseConfiguration.create(); configuration.set("hbase.zookeeper.property.clientPort", "2181"); configuration.set("hbase.zookeeper.quorum", "redhat"); configuration.set("hbase.master", "redhat:600000"); hConnection = HConnectionManager.createConnection(configuration); } catch (ZooKeeperConnectionException e) { e.printStackTrace(); } } @After public void testAfter() { try { hConnection.close(); System.out.println("close"); } catch (IOException e) { e.printStackTrace(); } } /** * * @Description: 创建表 * 通过HBaseAdmin管理hbase中的表 * HTableDescriptor管理hbase中的列族信息 */ @Test public void createTable() throws Exception { String tableName = "user"; HBaseAdmin hBaseAdmin = new HBaseAdmin(configuration); if (hBaseAdmin.tableExists(tableName)) { // hBaseAdmin.disableTable(tableName); // hBaseAdmin.deleteTable(tableName); System.out.println(tableName + "表已经存在,并删除表"); } HTableDescriptor hDescriptor = new HTableDescriptor(tableName); hDescriptor.addFamily(new HColumnDescriptor("name")); hDescriptor.addFamily(new HColumnDescriptor("age")); hDescriptor.addFamily(new HColumnDescriptor("dept")); hBaseAdmin.createTable(hDescriptor); hBaseAdmin.close(); } /*** * * @Description: 插入表 */ @Test public void testPut() throws Exception { String tableName = "user"; HTable table = (HTable) hConnection.getTable(tableName); table.setAutoFlush(false);// 关闭自动刷新,提交IO吞吐率 List<Put> list = new ArrayList<Put>(1000); for (int i = 0; i < 200000; i++) { Put put = new Put(Bytes.toBytes("user_" + i)); put.add(Bytes.toBytes("name"), Bytes.toBytes("FirstName"), Bytes.toBytes("First" + i)); put.add(Bytes.toBytes("name"), Bytes.toBytes("SecondName"), Bytes.toBytes("Second" + i)); put.add(Bytes.toBytes("age"), null, Bytes.toBytes(i + "")); put.add(Bytes.toBytes("dept"), null, Bytes.toBytes("dept" + i)); list.add(put); if (i % 1000 == 0) { table.put(list); list = new ArrayList<Put>(1000); } } if (list.size() > 0) { table.put(list); } table.close(); hConnection.close(); } /** * * @Description: 通过key获取值 */ @Test public void testGet() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Get get = new Get(Bytes.toBytes("user_9985")); Result result = table.get(get); if (result != null && result.size() > 0) { System.out.print("key=" + new String(result.getRow()) + " "); for (KeyValue key : result.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } } else { System.out.println("没有数据"); } hConnection.close(); } /** * @Description: hbase扫描器 */ @Test public void testScan() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } /** * * @Description: HBase过滤器 * 单列值过滤器(SingleColumnValueFilter) */ @Test public void testScanFilter() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 Filter filter = new SingleColumnValueFilter(Bytes.toBytes("name"), Bytes.toBytes("FirstName"), CompareOp.EQUAL, Bytes.toBytes("First22")); scan.setFilter(filter); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } /** * * @Description: 多扫描器使用 */ @Test public void testScanFilterList() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 List<Filter> filterList = new ArrayList<>(); Filter filter = new SingleColumnValueFilter(Bytes.toBytes("name"), Bytes.toBytes("FirstName"), CompareOp.EQUAL, Bytes.toBytes("First22")); Filter filter2 = new SingleColumnValueFilter(Bytes.toBytes("age"), null, CompareOp.EQUAL, Bytes.toBytes("22")); filterList.add(filter); filterList.add(filter2); FilterList fList = new FilterList(filterList); scan.setFilter(fList); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } @Test public void deleteTableRow() { try { HTable table = new HTable(configuration, "user"); List<Delete> list = new ArrayList<Delete>(); Delete d1 = new Delete("user19".getBytes()); list.add(d1); table.delete(list); System.out.println("删除行成功!"); } catch (IOException e) { e.printStackTrace(); } } /** * * @Description: 行过滤器 */ @Test public void testRowFilter() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 Filter filter = new RowFilter(CompareOp.EQUAL, new BinaryComparator(Bytes.toBytes("user_22"))); scan.setFilter(filter); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } /** * * @Description: 分页过滤器 */ @Test public void testPageFilter() throws Exception { HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 PageFilter filter = new PageFilter(20);//每页20条 scan.setStartRow(Bytes.toBytes(20));//从20行开始,就是查询第二页 // scan.setStopRow(s)设置结束行 scan.setFilter(filter); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } /** * * @throws Exception * @Description: 前缀过滤器(PrefixFilter) */ @Test public void testPrefixFilter() throws Exception{ HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 Filter filter = new PrefixFilter(Bytes.toBytes("user_222")); scan.setFilter(filter); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } /** * 时间戳过滤器(TimestampsFilter) */ @Test public void testTimestampsFilter() throws Exception{ HTable table = (HTable) hConnection.getTable("user"); Scan scan = new Scan(); scan.setCaching(1000);// 设置扫描器缓存区的大小 List<Long> ts = new ArrayList<Long>(); ts.add(new Long(1462618668891L)); ts.add(new Long(1462618657998L)); ts.add(new Long(1462618668392L)); Filter filter = new TimestampsFilter(ts); scan.setFilter(filter); ResultScanner rs = table.getScanner(scan); for (Result r : rs) { System.out.print("key=" + new String(r.getRow()) + " "); for (KeyValue key : r.raw()) { System.out.print(new String(key.getFamily()) + "=" + new String(key.getQualifier()) + "=" + new String(key.getValue()) + " "); } System.out.println(); } } }
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