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社区首页 >专栏 >Ambari Hive 无法正常查询的解决

Ambari Hive 无法正常查询的解决

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星哥玩云
发布2022-08-16 14:34:07
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发布2022-08-16 14:34:07
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文章被收录于专栏:开源部署

1.今天遇到一个错误,在连接到hive之后,无法执行任何命令。

$ beeline -u "jdbc:hive2://hostname.domain.cn:10000/default;principal=hive/_HOST@domain.com;" Connecting to jdbc:hive2://hostname.domain.cn:10000/default;principal=hive/_HOST@domain.com; Connected to: Apache Hive (version release-1.2.1-EDH-1.1.2) Driver: Hive JDBC (version release-1.2.1-EDH-1.1.2) Transaction isolation: TRANSACTION_REPEATABLE_READ Beeline version release-1.2.1-EDH-1.1.2 by Apache Hive 0: jdbc:hive2://hostname.domain.cn:10000> show databases;

返回错误如下

Error: Error while processing statement: 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.) (state=08S01,code=1)

2. 百度这个错误,很多文档都提及是字符集的问题,需要保证mysql的字符集是latin1.

mysql>  show variables like '%collation_%'; +----------------------+-------------------+ | Variable_name        | Value            | +----------------------+-------------------+ | collation_connection | latin1_swedish_ci | | collation_database  | latin1_swedish_ci | | collation_server    | latin1_swedish_ci | +----------------------+-------------------+

3. 如果字符集不是latin1,需要手动执行(本次问题,不是这个,我的字符集,原本就是latin1)

mysql>use hive mysql>alter database hive character set latin1;

4. 后来尝试重启一下hive,结果,metastore竟然启动失败。查看日志,说创建表失败。这个hive已经运行一段时间了,一直没有问题。对应的表也都是存在的,没有道理重建的。

5.日志输出如下:

Traceback (most recent call last):   File "/var/lib/ambari-agent/cache/common-services/HIVE/0.12.0.2.0/package/scripts/hive_metastore.py", line 259, in <module> HiveMetastore().execute()   File "/usr/lib/python2.6/site-packages/resource_management/libraries/script/script.py", line 280, in execute     method(env)   File "/var/lib/ambari-agent/cache/common-services/HIVE/0.12.0.2.0/package/scripts/hive_metastore.py", line 59, in start     self.configure(env)   File "/var/lib/ambari-agent/cache/common-services/HIVE/0.12.0.2.0/package/scripts/hive_metastore.py", line 73, in configure     hive(name = 'metastore')   File "/usr/lib/python2.6/site-packages/ambari_commons/os_family_impl.py", line 89, in thunk     return fn(*args, **kwargs)   File "/var/lib/ambari-agent/cache/common-services/HIVE/0.12.0.2.0/package/scripts/hive.py", line 320, in hive     user = params.hive_user   File "/usr/lib/python2.6/site-packages/resource_management/core/base.py", line 155, in __init__     self.env.run()   File "/usr/lib/python2.6/site-packages/resource_management/core/environment.py", line 160, in run     self.run_action(resource, action)   File "/usr/lib/python2.6/site-packages/resource_management/core/environment.py", line 124, in run_action     provider_action()   File "/usr/lib/python2.6/site-packages/resource_management/core/providers/system.py", line 273, in action_run     tries=self.resource.tries, try_sleep=self.resource.try_sleep)   File "/usr/lib/python2.6/site-packages/resource_management/core/shell.py", line 71, in inner     result = function(command, **kwargs)   File "/usr/lib/python2.6/site-packages/resource_management/core/shell.py", line 93, in checked_call     tries=tries, try_sleep=try_sleep)   File "/usr/lib/python2.6/site-packages/resource_management/core/shell.py", line 141, in _call_wrapper     result = _call(command, **kwargs_copy)   File "/usr/lib/python2.6/site-packages/resource_management/core/shell.py", line 294, in _call     raise Fail(err_msg) resource_management.core.exceptions.Fail: Execution of 'export HIVE_CONF_DIR=/usr/hdp/current/hive-metastore/conf/conf.server ; /usr/hdp/current/hive-metastore/bin/schematool -initSchema -dbType mysql -userName hive -passWord [PROTECTED] -verbose' returned 1. Metastore connection URL:    jdbc:mysql://hostname.mysql.cn/hivemeta Metastore Connection Driver :    com.mysql.jdbc.Driver Metastore connection User:    hive Starting metastore schema initialization to 1.2.0 Initialization script hive-schema-1.2.0.mysql.sql Connecting to jdbc:mysql://hostname.mysql.cn/hivemeta Connected to: MySQL (version 5.1.73) Driver: MySQL Connector Java (version mysql-connector-java-5.1.40 ( Revision: 402933ef52cad9aa82624e80acbea46e3a701ce6 )) Transaction isolation: TRANSACTION_READ_COMMITTED 0: jdbc:mysql://hostname.mysql.cn/hivem> !autocommit on Autocommit status: true 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET @OLD_CHARACTER_SET_C LIENT=@@CHARACTER_SET_CLIENT */ No rows affected (0.003 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET @OLD_CHARACTER_SET_R ESULTS=@@CHARACTER_SET_RESULTS */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET @OLD_COLLATION_CONNE CTION=@@COLLATION_CONNECTION */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET NAMES utf8 */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40103 SET @OLD_TIME_ZONE=@@TIM E_ZONE */ No rows affected (0.002 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40103 SET TIME_ZONE='+00:00' * / No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40014 SET @OLD_UNIQUE_CHECKS=@ @UNIQUE_CHECKS, UNIQUE_CHECKS=0 */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40014 SET @OLD_FOREIGN_KEY_CHE CKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0 */ No rows affected (0.001 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET @OLD_SQL_MODE=@@SQL_ MODE, SQL_MODE='NO_AUTO_VALUE_ON_ZERO' */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40111 SET @OLD_SQL_NOTES=@@SQL _NOTES, SQL_NOTES=0 */ No rows affected (0.001 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET @saved_cs_client     = @@character_set_client */ No rows affected (0 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> /*!40101 SET character_set_client  = utf8 */ No rows affected (0.001 seconds) 0: jdbc:mysql://hostname.mysql.cn/hivem> CREATE TABLE IF NOT EXISTS `BUCKE TING_COLS` ( `SD_ID` bigint(20) NOT NULL, `BUCKET_COL_NAME` varchar(256) CHARACT ER SET latin1 COLLATE latin1_bin DEFAULT NULL, `INTEGER_IDX` int(11) NOT NULL, P RIMARY KEY (`SD_ID`,`INTEGER_IDX`), KEY `BUCKETING_COLS_N49` (`SD_ID`), CONSTRAI NT `BUCKETING_COLS_FK1` FOREIGN KEY (`SD_ID`) REFERENCES `SDS` (`SD_ID`) ) ENGIN E=InnoDB DEFAULT CHARSET=latin1 Error: Can't create table 'hivemeta.bucketing_cols' (errno: 121) (state=HY000,code=1005) Closing: 0: jdbc:mysql://hostname.mysql.cn/hivemeta org.apache.hadoop.hive.metastore.HiveMetaException: Schema initialization FAILED! Metastore state would be inconsistent !! org.apache.hadoop.hive.metastore.HiveMetaException: Schema initialization FAILED! Metastore state would be inconsistent !!     at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:270)     at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:243)     at org.apache.hive.beeline.HiveSchemaTool.main(HiveSchemaTool.java:473)     at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)     at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)     at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)     at java.lang.reflect.Method.invoke(Method.java:606)     at org.apache.hadoop.util.RunJar.run(RunJar.java:221)     at org.apache.hadoop.util.RunJar.main(RunJar.java:136) Caused by: java.io.IOException: Schema script failed, errorcode 2     at org.apache.hive.beeline.HiveSchemaTool.runBeeLine(HiveSchemaTool.java:358)     at org.apache.hive.beeline.HiveSchemaTool.runBeeLine(HiveSchemaTool.java:326)     at org.apache.hive.beeline.HiveSchemaTool.doInit(HiveSchemaTool.java:266)     ... 8 more *** schemaTool failed ***

6.根据关键字“Schema initialization FAILED! Metastore state would be inconsistent !!”,查询到hdp的官方论坛。 解释说,这个是一个已知的问题。需要修改ambari的sql脚本,删除mysql的一些index等。 https://community.hortonworks.com/questions/113748/hive-metastore-start.html

7. 官方建议的步骤繁多。个人比较懒。而且这个hive库,前一天还是正常的。这个问题是突然出现的,我不倾向与,这个是bug的可能。 继续分析,查看hivemetastore的log,还是有必要的。 发现问题,表不存在

2018-03-07 15:34:43,871 INFO  [pool-8-thread-200]: metastore.HiveMetaStore (HiveMetaStore.java:logInfo(746)) - 200: get_all_databases 2018-03-07 15:34:43,871 INFO  [pool-8-thread-200]: HiveMetaStore.audit (HiveMetaStore.java:logAuditEvent(371)) - ugi=ambari-qa-hbjt_hadoop@domain.com      ip=/172.18.98.57        cmd=get_all_databases 2018-03-07 15:34:43,873 ERROR [pool-8-thread-200]: metastore.RetryingHMSHandler (RetryingHMSHandler.java:invoke(165)) - HMSHandler Fatal error: javax.jdo.JDOException: Exception thrown when executing query         at org.datanucleus.api.jdo.NucleusJDOHelper.getJDOExceptionForNucleusException(NucleusJDOHelper.java:596)       ...... NestedThrowablesStackTrace: com.mysql.jdbc.exceptions.jdbc4.MySQLSyntaxErrorException: Table 'hivemeta.dbs' doesn't exist         at sun.reflect.GeneratedConstructorAccessor60.newInstance(Unknown Source)         at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)         at java.lang.reflect.Constructor.newInstance(Constructor.java:526)

8.现在要从mysql入手分析,逐步检查。

mysql> use hive mysql> show tables; +---------------------------+ | Tables_in_hivemeta        | +---------------------------+ | BUCKETING_COLS            | | CDS                      | | COLUMNS_V2                | | COMPACTION_QUEUE          | | COMPLETED_TXN_COMPONENTS  | | DATABASE_PARAMS          | | DBS                      | | DB_PRIVS                  | | DELEGATION_TOKENS        |

9. 问题来了,表不存在。为什么不存在呢?其实我已经知道问题了。Mysql表名大小写敏感问题。

mysql>select count(*) from `DBS`; ERROR 1146 (42S02): Table 'hivemeta.DBS' doesn't exist

10. 由于很多Oracle数据库的表名是大小写不敏感的。但是Mysql却是表名大小写敏感的。所以,很多开发人员,都喜欢将mysql设置为表名大小写不敏感。 而show tables之后,我就怀疑这个可能了。

11. 经过检查/etc/my.cnf,确实已经设置lower_case_table_names=1

12. Hive库创建的时候,mysql是大小写敏感的。所以,表名都是大写的。而后期,有人修改了mysql参数,取消大小写敏感。这样,问题就来了。Mysql并不是完全不敏感,而是在设置参数lower_case_table_names=1  之后,创建和查询的sql语句中的表名,默认修改为小写的。而已经创建的表名,还是大写的显示。但是你无论用大写表名,还是小写表名,都无法正确查询到了。

13. 这个问题出现的场景: 只有是在hive库创建完成之后,又修改/etc/my.cnf,添加参数lower_case_table_names=1导致的。

14. 问题找到之后,有两个解决方案: a. 取消参数lower_case_table_names=1 b. 如果mysql的hive库中没有什么数据,删除hive库表,重新创建hive meta表,直接就创建出小写的表名了。 输出就是小写的了:

mysql> show tables; +---------------------------+ | Tables_in_hive_beta      | +---------------------------+ | bucketing_cols            | | cds                      | | columns_v2                | | compaction_queue          | | completed_txn_components  | | database_params          | | db_privs                  | | dbs                      | | delegation_tokens        | | func_ru                  |

15. 我最后选择取消参数lower_case_table_names=1,并重启mysql。查询正常了。

mysql> select count(*) from `DBS`; +----------+ | count(*) | +----------+ |        2 |

16. Ambari启动hive metastore也成功了。 问题解决,一切恢复正常

$ beeline -u "jdbc:hive2://hostname.domain.cn:10000/default;principal=hive/_HOST@domain.com;" Connecting to jdbc:hive2://hostname.domain.cn:10000/default;principal=hive/_HOST@domain.com; Connected to: Apache Hive (version release-1.2.1-EDH-1.1.2) Driver: Hive JDBC (version release-1.2.1-EDH-1.1.2) Transaction isolation: TRANSACTION_REPEATABLE_READ Beeline version release-1.2.1-EDH-1.1.2 by Apache Hive 0: jdbc:hive2://hostname.domain.cn:10000> show databases; +----------------+--+ | database_name  | +----------------+--+ | default        | | hbjt          | +----------------+--+ 2 rows selected (1.206 seconds)

最终的原因,就是有人修改的/etc/my.cnf,导致的本次问题。

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