Hive集成HBase详解 - MOBIN - 博客园
- -Hive提供了与HBase的集成,使得能够在HBase表上使用HQL语句进行查询 插入操作以及进行Join和Union等复杂查询. 将ETL操作的数据存入HBase. HBase作为Hive的数据源. 从Hive中创建HBase表. 使用HQL语句创建一个指向HBase的Hive表. 通过HBase shell可以查看刚刚创建的HBase表的属性.



CREATE TABLE hbase_table_1(key int, value string) //Hive中的表名hbase_table_1
STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler' //指定存储处理器
WITH SERDEPROPERTIES ("hbase.columns.mapping" = ":key,cf1:val") //声明列族,列名
TBLPROPERTIES ("hbase.table.name" = "xyz", "hbase.mapred.output.outputtable" = "xyz");
//hbase.table.name声明HBase表名,为可选属性默认与Hive的表名相同,
//hbase.mapred.output.outputtable指定插入数据时写入的表,如果以后需要往该表插入数据就需要指定该值$ hbase shell
HBase Shell; enter 'help<RETURN>' for list of supported commands.
Version: 0.20.3, r902334, Mon Jan 25 13:13:08 PST 2010
hbase(main):001:0> list
xyz
1 row(s) in 0.0530 seconds
hbase(main):002:0> describe "xyz"
DESCRIPTION ENABLED
{NAME => 'xyz', FAMILIES => [{NAME => 'cf1', COMPRESSION => 'NONE', VE true
RSIONS => '3', TTL => '2147483647', BLOCKSIZE => '65536', IN_MEMORY =>
'false', BLOCKCACHE => 'true'}]}
1 row(s) in 0.0220 seconds
hbase(main):003:0> scan "xyz"
ROW COLUMN+CELL
0 row(s) in 0.0060 seconds INSERT OVERWRITE TABLE hbase_table_1 SELECT * FROM pokes WHERE foo=98;
hbase(main):009:0> scan "xyz" ROW COLUMN+CELL 98 column=cf1:val, timestamp=1267737987733, value=val_98 1 row(s) in 0.0110 seconds
CREATE EXTERNAL TABLE hbase_table_2(key int, value string)
STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler'
WITH SERDEPROPERTIES ("hbase.columns.mapping" = "cf1:val")
TBLPROPERTIES("hbase.table.name" = "some_existing_table", "hbase.mapred.output.outputtable" = "some_existing_table");CREATE TABLE hbase_table_1(key int, value1 string, value2 int, value3 int) STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler' WITH SERDEPROPERTIES ( "hbase.columns.mapping" = ":key,a:b,a:c,d:e" ); INSERT OVERWRITE TABLE hbase_table_1 SELECT foo, bar, foo+1, foo+2 FROM pokes WHERE foo=98 OR foo=100;
hbase(main):012:0> scan "hbase_table_1" ROW COLUMN+CELL 100 column=cf:val_100, timestamp=1267739509194, value=100 98 column=cf:val_98, timestamp=1267739509194, value=98 2 row(s) in 0.0080 seconds
CREATE TABLE hbase_table_1(key int, value map<int,int>) STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler' WITH SERDEPROPERTIES ( "hbase.columns.mapping" = ":key,cf:" );
CREATE TABLE hbase_table_1(key int, value string) STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler' WITH SERDEPROPERTIES ( "hbase.columns.mapping" = ":key,cf:" );
CREATE EXTERNAL TABLE delimited_example(key struct<f1:string, f2:string>, value string) ROW FORMAT DELIMITED COLLECTION ITEMS TERMINATED BY '~' STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler' WITH SERDEPROPERTIES ( 'hbase.columns.mapping'=':key,f:c1');
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