因爲項目需要,首先先安裝mysql和hive連接。
hive安裝教程鏈接:
https://www.cnblogs.com/dxxblog/p/8193967.html
https://blog.csdn.net/qq_36508766/article/details/81318996
一. hive數據庫初始化報錯
報錯:Error: Syntax error: Encountered "<EOF>" at line 1, column 64
metastore connection URL 以及metastore connection driver 都是默認的derby不是mysql,所以是跟mysql的連接出現問題。
[sunsi@master bin]$ ./schematool -dbType mysql -initSchema -verbose
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/usr/hive/lib/log4j-slf4j-impl-2.6.2.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/usr/hadoop/hadoop-2.7.7/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.apache.logging.slf4j.Log4jLoggerFactory]
Metastore connection URL: jdbc:derby:;databaseName=metastore_db;create=true
Metastore Connection Driver : org.apache.derby.jdbc.EmbeddedDriver
Metastore connection User: APP
Starting metastore schema initialization to 2.3.0
Initialization script hive-schema-2.3.0.mysql.sql
Connecting to jdbc:derby:;databaseName=metastore_db;create=true
Connected to: Apache Derby (version 10.10.2.0 - (1582446))
Driver: Apache Derby Embedded JDBC Driver (version 10.10.2.0 - (1582446))
Transaction isolation: TRANSACTION_READ_COMMITTED
0: jdbc:derby:> !autocommit on
Autocommit status: true
0: jdbc:derby:> /*!40101 SET @OLD_CHARACTER_SET_CLIENT=@@CHARACTER_SET_CLIENT */
Error: Syntax error: Encountered "<EOF>" at line 1, column 64. (state=42X01,code=30000)
Closing: 0: jdbc:derby:;databaseName=metastore_db;create=true
org.apache.hadoop.hive.metastore.HiveMetaException: Schema initialization FAILED! Metastore state would be inconsistent !!
Underlying cause: java.io.IOException : Schema script failed, errorcode 2
org.apache.hadoop.hive.metastore.HiveMetaException: Schema initialization FAILED! Metastore state would be inconsistent !!
at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:590)
at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:563)
at org.apache.hive.beeline.HiveSchemaTool.main(HiveSchemaTool.java:1145)
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:226)
at org.apache.hadoop.util.RunJar.main(RunJar.java:141)
Caused by: java.io.IOException: Schema script failed, errorcode 2
at org.apache.hive.beeline.HiveSchemaTool.runBeeLine(HiveSchemaTool.java:980)
at org.apache.hive.beeline.HiveSchemaTool.runBeeLine(HiveSchemaTool.java:959)
at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:586)
... 8 more
*** schemaTool failed ***
解決方法:在hive安裝目錄/conf中的hive-site.xml配置文件中直接複製粘貼以下代碼段,該文件中這四項都有默認值,插入的代碼段沒有生效被默認值覆蓋,一個個修改即可。
<property>
<name>javax.jdo.option.ConnectionUserName</name>用戶名(這4項是新添加的,記住刪除配置文件原有的哦!)
<value>root</value>
</property>
<property>
<name>javax.jdo.option.ConnectionPassword</name>密碼
<value>123456</value>
</property>
<property>
<name>javax.jdo.option.ConnectionURL</name>mysql數據庫hive如果不存在就創建一個
<value>jdbc:mysql://192.168.139.95:3306/hive?createDatabaseIfNotExist=true</value>
</property>
<property>
<name>javax.jdo.option.ConnectionDriverName</name>mysql驅動程序
<value>com.mysql.jdbc.Driver</value>
</property>
報錯:org.apache.hadoop.hive.metastore.HiveMetaException: Failed to load driver
[sunsi@master bin]$ ./schematool -dbType mysql -initSchema -verbose
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/usr/hive/lib/log4j-slf4j-impl-2.6.2.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/usr/hadoop/hadoop-2.7.7/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.apache.logging.slf4j.Log4jLoggerFactory]
Metastore connection URL: jdbc:mysql://192.168.139.95:3306/hive?createDatabaseIfNotExist=true
Metastore Connection Driver : com.mysql.jdbc.Driver
Metastore connection User: root
org.apache.hadoop.hive.metastore.HiveMetaException: Failed to load driver
Underlying cause: java.lang.ClassNotFoundException : com.mysql.jdbc.Driver
org.apache.hadoop.hive.metastore.HiveMetaException: Failed to load driver
at org.apache.hive.beeline.HiveSchemaHelper.getConnectionToMetastore(HiveSchemaHelper.java:79)
at org.apache.hive.beeline.HiveSchemaTool.getConnectionToMetastore(HiveSchemaTool.java:144)
at org.apache.hive.beeline.HiveSchemaTool.testConnectionToMetastore(HiveSchemaTool.java:473)
at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:577)
at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:563)
at org.apache.hive.beeline.HiveSchemaTool.main(HiveSchemaTool.java:1145)
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:226)
at org.apache.hadoop.util.RunJar.main(RunJar.java:141)
Caused by: java.lang.ClassNotFoundException: com.mysql.jdbc.Driver
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:349)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:264)
at org.apache.hive.beeline.HiveSchemaHelper.getConnectionToMetastore(HiveSchemaHelper.java:70)
... 11 more
*** schemaTool failed ***
解決方案:將MySQL的驅動添加到hive安裝目錄的lib下 mysql-connector-java-5.1.47-bin.jar
下載地址:https://dev.mysql.com/downloads/connector/j/5.1.html
報錯:org.apache.hadoop.hive.metastore.HiveMetaException: Failed to get schema version.Underlying cause: java.sql.SQLException : Access denied for user 'root'@'master' (using password: YES)
解決方法:參考https://blog.csdn.net/peterchan88/article/details/78341852
用root登錄mysql,mysql -u root -p
mysql> select user,host from mysql.user where user='root';
+------+-----------+
| user | host |
+------+-----------+
| root | 127.0.0.1 |
| root | localhost |
| root | master |
+------+-----------+
3 rows in set (0.02 sec)
'root'@'master'用戶權限不足,利用root用戶給該用戶分配權限
mysql> grant all on *.* to 'root'@'master' identified by '密碼';
Query OK, 0 rows affected (0.00 sec)
測試'root'@'master.hadoop'是否能登錄
[sunsi@master lib]$ mysql -u root -h 'master' -p
Enter password:
Welcome to the MySQL monitor. Commands end with ; or \g.
Your MySQL connection id is 15
Server version: 5.1.73 Source distribution
Copyright (c) 2000, 2013, Oracle and/or its affiliates. All rights reserved.
二. 啓動hive時報錯
報錯:Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
[sunsi@master ~]$ hive
which: no hbase in (/usr/lib/jdk1.8.0_201/bin:/usr/lib64/qt-3.3/bin:/usr/local/bin:/usr/bin:/bin:/usr/local/sbin:/usr/sbin:/sbin:/usr/hadoop/hadoop-2.7.7/bin:/usr/hadoop/hadoop-2.7.7/sbin:/usr/lib/apache-ant-1.9.14/bin:/usr/hive/bin:/home/sunsi/bin)
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/usr/hive/lib/log4j-slf4j-impl-2.6.2.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/usr/hadoop/hadoop-2.7.7/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.apache.logging.slf4j.Log4jLoggerFactory]
Logging initialized using configuration in jar:file:/usr/hive/lib/hive-common-2.3.5.jar!/hive-log4j2.properties Async: true
Exception in thread "main" java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at org.apache.hadoop.fs.Path.initialize(Path.java:205)
at org.apache.hadoop.fs.Path.<init>(Path.java:171)
at org.apache.hadoop.hive.ql.session.SessionState.createSessionDirs(SessionState.java:659)
at org.apache.hadoop.hive.ql.session.SessionState.start(SessionState.java:582)
at org.apache.hadoop.hive.ql.session.SessionState.beginStart(SessionState.java:549)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:750)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:686)
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:226)
at org.apache.hadoop.util.RunJar.main(RunJar.java:141)
Caused by: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at java.net.URI.checkPath(URI.java:1823)
at java.net.URI.<init>(URI.java:745)
at org.apache.hadoop.fs.Path.initialize(Path.java:202)
... 12 more
解決方法:在HIVE_HOME目錄下創建文件夾iotmp,修改hive-site.xml文件
<property>
<name>hive.exec.local.scratchdir</name>
<value>$HIVE_HOME/iotmp</value>
<description>Local scratch space for Hive jobs</description>
</property>
<property>
<name>hive.querylog.location</name>
<value>$HIVE_HOME/iotmp</value>
<description>Location of Hive run time structured log file</description>
</property>
<property>
<name>hive.downloaded.resources.dir</name>
<value>$HIVE_HOME/iotmp</value>
<description>Temporary local directory for added resources in the remote file system.</description>
</property>