hive—high Avaliable
hive的搭建方式有三種,分別是
1、Local/Embedded Metastore Database (Derby)
2、Remote Metastore Database
3、Remote Metastore Server
一般情況下,我們在學習的時候直接使用hive –service metastore的方式啓動服務端,使用hive的方式直接訪問登錄客戶端,除了這種方式之外,hive提供了hiveserver2的服務端啓動方式,提供了beeline和jdbc的支持,並且官網也提出,一般在生產環境中,使用hiveserver2的方式比較多,如圖:
使用hiveserver2的優點如下:
1、在應用端不需要部署hadoop和hive的客戶端
2、hiveserver2不用直接將hdfs和metastore暴露給用戶
3、有HA機制,解決應用端的併發和負載問題
4、jdbc的連接方式,可以使用任何語言,方便與應用進行數據交互
本文檔主要介紹如何進行hive的HA的搭建:
如何進行搭建,參照之前hadoop的HA,使用zookeeper完成HA
1、環境如下:
Node01 | Node02 | Node03 | Node04 | |
---|---|---|---|---|
Namenode | 1 | 1 | ||
Journalnode | 1 | 1 | 1 | |
Datanode | 1 | 1 | 1 | |
Zkfc | 1 | 1 | ||
zookeeper | 1 | 1 | 1 | |
resourcemanager | 1 | 1 | 1 | |
nodemanager | 1 | 1 | 1 | |
Hiveserver2 | 1 | |||
beeline | 1 |
2、node02—hive-site.xml
<property>
<name>hive.metastore.warehouse.dir</name>
<value>/user/hive/warehouse</value>
</property>
<property>
<name>javax.jdo.option.ConnectionURL</name>
<value>jdbc:mysql://node01:3306/hive?createDatabaseIfNotExist=true</value>
</property>
<property>
<name>javax.jdo.option.ConnectionDriverName</name>
<value>com.mysql.jdbc.Driver</value>
</property>
<property>
<name>javax.jdo.option.ConnectionUserName</name>
<value>root</value>
</property>
<property>
<name>javax.jdo.option.ConnectionPassword</name>
<value>123</value>
</property>
<property>
<name>hive.server2.support.dynamic.service.discovery</name>
<value>true</value>
</property>
<property>
<name>hive.server2.zookeeper.namespace</name>
<value>hiveserver2_zk</value>
</property>
<property>
<name>hive.zookeeper.quorum</name>
<value>node01:2181,node02:2181,node03:2181</value>
</property>
<property>
<name>hive.zookeeper.client.port</name>
<value>2181</value>
</property>
<property>
<name>hive.server2.thrift.bind.host</name>
<value>node02</value>
</property>
<property>
<name>hive.server2.thrift.port</name>
<value>10001</value>
</property>
3、node4—hive-site.xml
<property>
<name>hive.metastore.warehouse.dir</name>
<value>/user/hive/warehouse</value>
</property>
<property>
<name>javax.jdo.option.ConnectionURL</name>
<value>jdbc:mysql://node01:3306/hive?createDatabaseIfNotExist=true</value>
</property>
<property>
<name>javax.jdo.option.ConnectionDriverName</name>
<value>com.mysql.jdbc.Driver</value>
</property>
<property>
<name>javax.jdo.option.ConnectionUserName</name>
<value>root</value>
</property>
<property>
<name>javax.jdo.option.ConnectionPassword</name>
<value>123</value>
</property>
<property>
<name>hive.server2.support.dynamic.service.discovery</name>
<value>true</value>
</property>
<property>
<name>hive.server2.zookeeper.namespace</name>
<value>hiveserver2_zk</value>
</property>
<property>
<name>hive.zookeeper.quorum</name>
<value>node01:2181,node02:2181,node03:2181</value>
</property>
<property>
<name>hive.zookeeper.client.port</name>
<value>2181</value>
</property>
<property>
<name>hive.server2.thrift.bind.host</name>
<value>node04</value>
</property>
<property>
<name>hive.server2.thrift.port</name>
<value>10001</value>
</property>
啓動zk,再啓動hiveserver2
4、使用jdbc或者beeline兩種方式進行訪問
1) beeline
!connect jdbc:hive2://node01,node02,node03/;serviceDiscoveryMode=zooKeeper;zooKeeperNamespace=hiveserver2_zk root 123
2)jdbc
public class HiveJdbcClient2 {
private static String driverName = "org.apache.hive.jdbc.HiveDriver";
public static void main(String[] args) throws SQLException {
try {
Class.forName(driverName);
} catch (ClassNotFoundException e) {
e.printStackTrace();
}
Connection conn = DriverManager.getConnection("jdbc:hive2://node01,node02,node03/default;serviceDiscoveryMode=zooKeeper;zooKeeperNamespace=hiveserver2_zk", "root", "");
Statement stmt = conn.createStatement();
String sql = "select * from tbl";
ResultSet res = stmt.executeQuery(sql);
while (res.next()) {
System.out.println(res.getString(1));
}
}
}