Hive之单独部署机器
环境说明
- CentOS7，hadoop-2.6.5，hive-1.2.2，MariaDB-5.5.60，jdk-1.8
- 假设hive机已经安装好了MariaDB(已启动且已创建好hive账号，对hive数据库有所有权限)和jdk
copy一份hadoop2.6.5到hive机器
只需要保留 bin, etc, libexec, share四个目录即可，share/doc目录可以删除
[root@wadeyu hadoop-2.6.5]# pwd
/usr/local/src/hadoop-2.6.5
[root@wadeyu hadoop-2.6.5]# ll
total 16
drwxrwxr-x. 2 root root 4096 Oct 3 2016 bin
drwxrwxr-x. 3 root root 4096 Oct 3 2016 etc
drwxrwxr-x. 2 root root 4096 Oct 3 2016 libexec
drwxrwxr-x. 3 root root 4096 Sep 18 11:27 share
hive机器安装以及配置hive1.2.2
- 下载：http://archive.apache.org/dist/hive/hive-1.2.2/
- 解压
- 下载mysql jdbc驱动(驱动放在hive lib目录下)：https://dev.mysql.com/downloads/connector/j/
- 创建iotmp：/usr/local/src/hive-1.2.2/iotmp
- 修改配置 conf/hive-env.sh
# Set HADOOP_HOME to point to a specific hadoop install directory
HADOOP_HOME=/usr/local/src/hadoop-2.6.5
# Hive Configuration Directory can be controlled by:
export HIVE_CONF_DIR=/usr/local/src/hive-1.2.2/conf
- 修改配置hive-site.xml
<configuration>
<property>
<name>javax.jdo.option.ConnectionURL</name>
<value>jdbc:mysql://127.0.0.1:3306/hive?createDatabaseIfNotExist=true&characterEncoding=UTF-8</value>
<description>JDBC connect string for a JDBC metastore</description>
</property>
<property>
<name>javax.jdo.option.ConnectionDriverName</name>
<value>com.mysql.jdbc.Driver</value>
<description>Driver class name for a JDBC metastore</description>
</property>
<property>
<name>javax.jdo.option.ConnectionUserName</name>
<value>hive</value>
<description>username to use against metastore database</description>
</property>
<property>
<name>javax.jdo.option.ConnectionPassword</name>
<value>hive</value>
<description>password to use against metastore database</description>
</property>
<property>
<name>hive.querylog.location</name>
<value>/usr/local/src/hive-1.2.2/iotmp</value>
<description>Location of Hive run time structured log file</description>
</property>
<property>
<name>hive.exec.local.scratchdir</name>
<value>/usr/local/src/hive-1.2.2/iotmp</value>
<description>Local scratch space for Hive jobs</description>
</property>
<property>
<name>hive.downloaded.resources.dir</name>
<value>/usr/local/src/hive-1.2.2/iotmp</value>
<description>Temporary local directory for added resources in the remote file system.</description>
</property>
<property>
<name>hive.hwi.listen.host</name>
<value>0.0.0.0</value>
</property>
<property>
<name>hive.hwi.listen.port</name>
<value>9999</value>
</property>
<property>
<name>hive.hwi.war.file</name>
<value>lib/hive-hwi-1.2.2.war</value>
</property>
<property>
<name>hive.cli.print.current.db</name>
<value>true</value>
</property>
<property>
<name>hive.cli.print.header</name>
<value>true</value>
</property>
</configuration>
启动客户端
- 客户端shell：/usr/local/src/hive-1.2.2/bin/hive
- 保证其它机器可以通过hive客户端使用，需要启动metastroe服务
/usr/local/src/hive-1.2.2/bin/hive --service metastore &
启动网页界面
[root@wadeyu lib]# /usr/local/src/hive-1.2.2/bin/hive --service hwi &
[1] 7349
[root@wadeyu lib]# jps
7410 Jps
7349 RunJar
5161 RunJar
[root@wadeyu lib]# 18/09/18 16:44:22 INFO hwi.HWIServer: HWI is starting up
18/09/18 16:44:28 INFO mortbay.log: Logging to org.slf4j.impl.Log4jLoggerAdapter(org.mortbay.log) via org.mortbay.log.Slf4jLog
18/09/18 16:44:28 INFO mortbay.log: jetty-6.1.26
18/09/18 16:44:29 INFO mortbay.log: Extract /usr/local/src/hive-1.2.2/lib/hive-hwi-1.2.2.war to /tmp/Jetty_0_0_0_0_9999_hive.hwi.1.2.2.war__hwi__21w1ka/webapp
18/09/18 16:44:31 INFO mortbay.log: Started SocketConnector@0.0.0.0:9999
其它hive客户端机器操作
- 复制hive-1.2.2到其它机器
- 如果hadoop未安装，jdk1.8未安装，还需要安装这2个组件
- 修改hive-site.xml配置文件
[root@master conf]# cat hive-site.xml
<configuration>
<property>
<name>hive.metastore.uris</name>
<value>thrift://192.168.1.9:9083</value>
</property>
</configuration>
基本操作
基本上跟mysql客户端差不多
碰到的问题
- 问题1
Exception in thread "main" java.lang.RuntimeException: java.net.ConnectException: Call From master/192.168.1.15 to master:9000 failed on connection exception: java.net.ConnectException: Connection refused; For more details see: http://wiki.apache.org/hadoop/ConnectionRefused
at org.apache.hadoop.hive.ql.session.SessionState.start(SessionState.java:522)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:677)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:621)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
原因：未启动hadoop集群
解决方法：启动hadoop集群
- 问题2
Exception in thread "main" java.lang.RuntimeException: java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at org.apache.hadoop.hive.ql.session.SessionState.start(SessionState.java:522)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:677)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:621)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
Caused by: java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
原因：缺少相关配置
解决方法：hive-site.xml增加如下配置
<property>
<name>system:java.io.tmpdir</name>
<value>/usr/local/src/hive-1.2.2/iotmp</value>
<description/>
</property>
<property>
<name>system:user.name</name>
<value>hive</value>
<description/>
</property>
- 问题3
[ERROR] Terminal initialization failed; falling back to unsupported
java.lang.IncompatibleClassChangeError: Found class jline.Terminal, but interface was expected
at jline.TerminalFactory.create(TerminalFactory.java:101)
at jline.TerminalFactory.get(TerminalFactory.java:158)
at jline.console.ConsoleReader.<init>(ConsoleReader.java:229)
at jline.console.ConsoleReader.<init>(ConsoleReader.java:221)
at jline.console.ConsoleReader.<init>(ConsoleReader.java:209)
at org.apache.hadoop.hive.cli.CliDriver.setupConsoleReader(CliDriver.java:787)
at org.apache.hadoop.hive.cli.CliDriver.executeDriver(CliDriver.java:721)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:681)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:621)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
原因：hadoop jline.jar库版本太低，移动hive jline库 到 hadoop库
解决方法：
[root@master lib]# find /usr/local/src -name '*jline*'
/usr/local/src/hadoop-2.6.5/share/hadoop/httpfs/tomcat/webapps/webhdfs/WEB-INF/lib/jline-0.9.94.jar
/usr/local/src/hadoop-2.6.5/share/hadoop/yarn/lib/jline-0.9.94.jar
/usr/local/src/hadoop-2.6.5/share/hadoop/kms/tomcat/webapps/kms/WEB-INF/lib/jline-0.9.94.jar
/usr/local/src/zookeeper-3.4.12/lib/jline-0.9.94.jar
/usr/local/src/zookeeper-3.4.12/lib/jline-0.9.94.LICENSE.txt
/usr/local/src/zookeeper-3.4.12/src/java/lib/jline-0.9.94.LICENSE.txt
/usr/local/src/hive-1.2.2/lib/jline-2.12.jar
[root@master lib]# cp jline-2.12.jar /usr/local/src/hadoop-2.6.5/share/hadoop/yarn/lib/jline-2.12.jar
[root@master lib]# ll /usr/local/src/hadoop-2.6.5/share/hadoop/yarn/lib/ | grep jline
-rw-rw-r--. 1 wadeyu wadeyu 87325 Oct 3 2016 jline-0.9.94.jar
-rw-r--r--. 1 root root 213854 Sep 12 17:58 jline-2.12.jar
- 问题4
hive> create table dep(id int, name string) row format delimited fields terminated by '\t' lines terminated by '\n';
FAILED: Execution Error, return code 1 from org.apache.hadoop.hive.ql.exec.DDLTask. MetaException(message:For direct MetaStore DB connections, we don't support retries at the client level.)
原因：jdbc客户端和hive元数据库使用编码不一致
解决方法：
# 解决方法1：hive数据库编码改成latin1
MariaDB [hive]> alter database hive character set latin1;
Query OK, 1 row affected (0.00 sec)
# 结局方法2：客户端编码改成和hive数据一样
或者客户端统一改成utf8编码
jdbc:mysql://192.168.1.9:3306/hive?createDatabaseIfNotExist=true&characterEncoding=UTF-8
使用的是mysql-connector-java-8.0.12.jar这个版本的驱动，使用这种方法可以解决
- 问题5
[root@master conf]# hive --service cli
[Fatal Error] hive-site.xml:406:94: The reference to entity "characterEncoding" must end with the ';' delimiter.
18/09/12 18:55:00 FATAL conf.Configuration: error parsing conf file:/usr/local/src/hive-1.2.2/conf/hive-site.xml
org.xml.sax.SAXParseException; systemId: file:/usr/local/src/hive-1.2.2/conf/hive-site.xml; lineNumber: 406; columnNumber: 94; The reference to entity "characterEncoding" must end with the ';' delimiter.
at org.apache.xerces.parsers.DOMParser.parse(Unknown Source)
at org.apache.xerces.jaxp.DocumentBuilderImpl.parse(Unknown Source)
at javax.xml.parsers.DocumentBuilder.parse(DocumentBuilder.java:150)
at org.apache.hadoop.conf.Configuration.parse(Configuration.java:2432)
at org.apache.hadoop.conf.Configuration.parse(Configuration.java:2420)
at org.apache.hadoop.conf.Configuration.loadResource(Configuration.java:2488)
at org.apache.hadoop.conf.Configuration.loadResources(Configuration.java:2454)
at org.apache.hadoop.conf.Configuration.getProps(Configuration.java:2361)
at org.apache.hadoop.conf.Configuration.get(Configuration.java:1188)
at org.apache.hadoop.hive.conf.HiveConf.getVar(HiveConf.java:2615)
at org.apache.hadoop.hive.conf.HiveConf.getVar(HiveConf.java:2636)
at org.apache.hadoop.hive.conf.HiveConf.initialize(HiveConf.java:2707)
at org.apache.hadoop.hive.conf.HiveConf.<init>(HiveConf.java:2651)
at org.apache.hadoop.hive.common.LogUtils.initHiveLog4jCommon(LogUtils.java:74)
at org.apache.hadoop.hive.common.LogUtils.initHiveLog4j(LogUtils.java:58)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:637)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:621)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
原因：值包含了xml未转义的特殊字符
解决方法：特殊字符&转义成xml实体
<value>jdbc:mysql://192.168.1.9:3306/hive?createDatabaseIfNotExist=true&characterEncoding=UTF-8</value>
- 问题6
hive> load data local inpath '/home/wadeyu/test2.log' into table dep;
Loading data to table default.dep
Table default.dep stats: [numFiles=1, totalSize=56]
OK
Time taken: 1.779 seconds
hive> select * from dep;
OK
NULL NULL
NULL NULL
NULL NULL
NULL NULL
NULL NULL
NULL NULL
NULL NULL
原因：vim把tab转换成了空格
解决方法：
文本编辑器需要设置tab符不扩展为多个空格，因为定义表结构的时候，使用\t分隔字段，使用\n分隔行
vim编辑器临时设置:set noexpandtab
- 问题7
root@wadeyu conf]# ss -ls: cannot access /usr/local/src/hive-1.2.2/lib/hive-hwi-*.war: No such file or directory 18/09/18 16:21:31 INFO hwi.HWIServer: HWI is starting up
18/09/18 16:21:36 INFO mortbay.log: Logging to org.slf4j.impl.Log4jLoggerAdapter(org.mortbay.log) via org.mortbay.log.Slf4jLog
18/09/18 16:21:36 INFO mortbay.log: jetty-6.1.26
18/09/18 16:21:38 INFO mortbay.log: Started SocketConnector@0.0.0.0:9999
原因：且少hwi.war包
解决方法：
从对应的版本源码里扣出来
cd hwi/web
对web目录内容通过jar命令生成.war文件，然后移动到 hive的lib目录下
[root@wadeyu web]# jar cvf hive-hwi-1.2.2.war ./*
added manifest
adding: authorize.jsp(in = 2729) (out= 1201)(deflated 55%)
adding: css/(in = 0) (out= 0)(stored 0%)
adding: css/bootstrap.min.css(in = 90193) (out= 14754)(deflated 83%)
adding: diagnostics.jsp(in = 2365) (out= 1062)(deflated 55%)
adding: error_page.jsp(in = 1867) (out= 931)(deflated 50%)
adding: img/(in = 0) (out= 0)(stored 0%)
adding: img/glyphicons-halflings-white.png(in = 4352) (out= 4190)(deflated 3%)
adding: img/glyphicons-halflings.png(in = 4352) (out= 4192)(deflated 3%)
adding: index.jsp(in = 1876) (out= 981)(deflated 47%)
adding: left_navigation.jsp(in = 1553) (out= 709)(deflated 54%)
adding: navbar.jsp(in = 1345) (out= 681)(deflated 49%)
adding: session_create.jsp(in = 2690) (out= 1248)(deflated 53%)
adding: session_diagnostics.jsp(in = 2489) (out= 1155)(deflated 53%)
adding: session_history.jsp(in = 3150) (out= 1334)(deflated 57%)
adding: session_kill.jsp(in = 2236) (out= 1108)(deflated 50%)
adding: session_list.jsp(in = 2298) (out= 1059)(deflated 53%)
adding: session_manage.jsp(in = 6738) (out= 2198)(deflated 67%)
adding: session_remove.jsp(in = 2359) (out= 1151)(deflated 51%)
adding: session_result.jsp(in = 2488) (out= 1149)(deflated 53%)
adding: show_database.jsp(in = 2346) (out= 1133)(deflated 51%)
adding: show_databases.jsp(in = 2096) (out= 1039)(deflated 50%)
adding: show_table.jsp(in = 4996) (out= 1607)(deflated 67%)
adding: view_file.jsp(in = 2653) (out= 1257)(deflated 52%)
adding: WEB-INF/(in = 0) (out= 0)(stored 0%)
adding: WEB-INF/web.xml(in = 1438) (out= 741)(deflated 48%)
- 问题8
Unable to find a javac compiler;
com.sun.tools.javac.Main is not on the classpath.
Perhaps JAVA_HOME does not point to the JDK.
It is currently set to "/usr/local/src/jdk1.8.0_181/jre"
Caused by:
Unable to find a javac compiler;
com.sun.tools.javac.Main is not on the classpath.
Perhaps JAVA_HOME does not point to the JDK.
It is currently set to "/usr/local/src/jdk1.8.0_181/jre"
at org.apache.tools.ant.taskdefs.compilers.CompilerAdapterFactory.getCompiler(CompilerAdapterFactory.java:129)
原因：缺少tools.jar库
解决方法：java库lib/tools.jar复制到hive的lib目录下
- 问题9
18/10/09 15:44:58 [main]: ERROR DataNucleus.Datastore: Error thrown executing CREATE TABLE `PARTITION_PARAMS`
(
`PART_ID` BIGINT NOT NULL,
`PARAM_KEY` VARCHAR(256) BINARY NOT NULL,
`PARAM_VALUE` VARCHAR(4000) BINARY NULL,
CONSTRAINT `PARTITION_PARAMS_PK` PRIMARY KEY (`PART_ID`,`PARAM_KEY`)
) ENGINE=INNODB : Specified key was too long; max key length is 767 bytes
java.sql.SQLSyntaxErrorException: Specified key was too long; max key length is 767 bytes
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:120)
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97)
at com.mysql.cj.jdbc.exceptions.SQLExceptionsMapping.translateException(SQLExceptionsMapping.java:122)
at com.mysql.cj.jdbc.StatementImpl.executeInternal(StatementImpl.java:781)
原因：未知，可能是hive的bug
解决方法：MariaDB [hive]> alter database hive default character set latin1;
- 问题10
18/10/09 16:06:53 [main]: ERROR DataNucleus.Datastore: Error thrown executing ALTER TABLE `PARTITIONS` ADD COLUMN `TBL_ID` BIGINT NULL : Table 'hive.PARTITIONS' doesn't exist
java.sql.SQLSyntaxErrorException: Table 'hive.PARTITIONS' doesn't exist
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:120)
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97)
at com.mysql.cj.jdbc.exceptions.SQLExceptionsMapping.translateException(SQLExceptionsMapping.java:122)
at com.mysql.cj.jdbc.StatementImpl.executeInternal(StatementImpl.java:781)
at com.mysql.cj.jdbc.StatementImpl.execute(StatementImpl.java:666)
at com.jolbox.bonecp.StatementHandle.execute(StatementHandle.java:254)
原因：缺少表
解决方法：删除hive元数据库，使用工具初始化Hive元数据库
[root@wadeyu bin]# ./schematool -dbType mysql -initSchema
- 问题11
[root@wadeyu hive-1.2.2]# ./bin/beeline -u jdbc:hive2://
Connecting to jdbc:hive2://
18/10/09 16:24:45 [main]: WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Loading class `com.mysql.jdbc.Driver'. This is deprecated. The new driver class is `com.mysql.cj.jdbc.Driver'. The driver is automatically registered via the SPI and manual loading of the driver class is generally unnecessary.
18/10/09 16:25:30 [main]: WARN metastore.ObjectStore: Failed to get database default, returning NoSuchObjectException
Error applying authorization policy on hive configuration: java.net.NoRouteToHostException: No Route to Host from wadeyu/192.168.1.7 to master:9000 failed on socket timeout exception: java.net.NoRouteToHostException: No route to host; For more details see: http://wiki.apache.org/hadoop/NoRouteToHost
Beeline version 1.2.2 by Apache Hive
原因：hadoop集群未启动，有可能是网络原因
解决方法：启动hadoop集群，检查网络
参考资料
【0】Hive环境的安装部署
http://www.cnblogs.com/zlslch/p/6700695.html
【1】Hadoop集群之Hive安装配置
https://blog.csdn.net/blue_jjw/article/details/50479263
【2】hive的用户和用户权限
https://www.cnblogs.com/yejibigdata/p/6394719.html
【3】Hive用户接口（一）—Hive Web接口HWI的操作及使用
https://blog.csdn.net/NIITYZU/article/details/42582537
【4】Hive的使用之hwi
https://blog.csdn.net/zengmingen/article/details/52399457
【5】使用HIVE的WEB界面：HWI
http://www.cnblogs.com/gpcuster/archive/2010/02/25/1673480.html
【6】hive-hwi-0.13.1图形界面配置
https://blog.csdn.net/wulantian/article/details/38271803
【7】HARDFP ABI理解
http://www.cnblogs.com/sonach/archive/2011/12/24/2300713.html
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