? hive的搭建方式有三种,分别是
? 1、Local/Embedded Metastore Database (Derby)
? 2、Remote Metastore Database
? 3、Remote Metastore Server
? 一般情况下,我们在学习的时候直接使用hive –service metastore的方式启动服务端,使用hive的方式直接访问登录客户端,除了这种方式之外,hive提供了hiveserver2的服务端启动方式,提供了beeline和jdbc的支持,并且官网也提出,一般在生产环境中,使用hiveserver2的方式比较多,如图:
使用hiveserver2的优点如下:
? 1、在应用端不需要部署hadoop和hive的客户端
? 2、hiveserver2不用直接将hdfs和metastore暴露给用户
? 3、有HA机制,解决应用端的并发和负载问题
? 4、jdbc的连接方式,可以使用任何语言,方便与应用进行数据交互
本文档主要介绍如何进行hive的HA的搭建:
如何进行搭建,参照之前hadoop的HA,使用zookeeper完成HA
1、环境如下:
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>
4、使用jdbc或者beeline两种方式进行访问
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));
}
}
}
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