更新时间:2024-12-10 GMT+08:00
创建HBase表
功能简介
HBase通过org.apache.hadoop.hbase.client.Admin对象的createTable方法来创建表,并指定表名、列族名。创建表有两种方式,建议采用预分Region建表方式:
- 快速建表,即创建表后整张表只有一个Region,随着数据量的增加会自动分裂成多个Region。
- 预分Region建表,即创建表时预先分配多个Region,此种方法建表可以提高写入大量数据初期的数据写入速度。
表的列名以及列族名不能包含特殊字符,可以由字母、数字以及下划线组成。
代码样例
以下代码片段在com.huawei.bigdata.hbase.examples包的“HBaseExample”类的testCreateTable方法中。
public void testCreateTable() {
LOG.info("Entering testCreateTable: " + tableName);
// Set the column family name to info.
byte [] fam = Bytes.toBytes("info");
ColumnFamilyDescriptor familyDescriptor = ColumnFamilyDescriptorBuilder.newBuilder(fam)
// Set data encoding methods. HBase provides DIFF,FAST_DIFF,PREFIX
// HBase 2.0 removed `PREFIX_TREE` Data Block Encoding from column families.
.setDataBlockEncoding(DataBlockEncoding.FAST_DIFF)
// Set compression methods, HBase provides two default compression
// methods:GZ and SNAPPY
// GZ has the highest compression rate,but low compression and
// decompression effeciency,fit for cold data
// SNAPPY has low compression rate, but high compression and
// decompression effeciency,fit for hot data.
// it is advised to use SANPPY
.setCompressionType(Compression.Algorithm.SNAPPY)
.build();
TableDescriptor htd = TableDescriptorBuilder.newBuilder(tableName).setColumnFamily(familyDescriptor).build();
Admin admin = null;
try {
// Instantiate an Admin object.
admin = conn.getAdmin();
if (!admin.tableExists(tableName)) {
LOG.info("Creating table...");
admin.createTable(htd);
LOG.info(admin.getClusterMetrics());
LOG.info(admin.listNamespaceDescriptors());
LOG.info("Table created successfully.");
} else {
LOG.warn("table already exists");
}
} catch (IOException e) {
LOG.error("Create table failed.", e);
} finally {
if (admin != null) {
try {
// Close the Admin object.
admin.close();
} catch (IOException e) {
LOG.error("Failed to close admin ", e);
}
}
}
LOG.info("Exiting testCreateTable.");
}
父主题: 开发HBase应用