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【hadoop】hive 安装实践

发表于:2024-11-24 作者:热门IT资讯网编辑
编辑最后更新 2024年11月24日,1.下载Hive安装包:官网下载:http://hive.apache.org/downloads.html2.上传Hive的tar包,并解压:建议和hadoop目录在一级,方便后续使用;解压:tar

1.下载Hive安装包:

  官网下载:http://hive.apache.org/downloads.html

2.上传Hive的tar包,并解压:
建议和hadoop目录在一级,方便后续使用;

  解压:tar -zxvf apache-hive-1.2.1-bin.tar.gz -C /home/hadoop/hive

  修改解压后的文件名称:mv apache-hive-1.2.1-bin hive-1.2.1

3.安装MySql:
  MySQL用于存储Hive的元数据,(安装教程见之前的文章)

4.修改配置文件:主要是配置metastore(元数据存储)存储方式
  4.1. vi /home/hadoop/hive/hive-1.2.1/conf/hive-site.xml(存储方式:内嵌Derby方式、本地mysql、远端mysql)

  4.2 粘贴如下内容:

            javax.jdo.option.ConnectionURL        jdbc:mysql://localhost:3306/hive?createDatabaseIfNotExist=true        JDBC connect string for a JDBC metastore                javax.jdo.option.ConnectionDriverName        com.mysql.jdbc.Driver        Driver class name for a JDBC metastore                javax.jdo.option.ConnectionUserName        root        username to use against metastore database                javax.jdo.option.ConnectionPassword        root         password to use against metastore database    

5.拷贝jar包:

  拷贝mysql驱动jar包到Hive的lib目录下面去,

    下载路径:https://pan.baidu.com/s/17iHOIjt4XZbRAngGFf_GgA

6.启动Hive:
 (1)启动Hive之前需要先把Hadoop集群启动起来。

    (2)使用hadoop用户

  启动命令:/usr/local/src/hive-1.2.1/bin/hive

  出现如下表示启动成功:
hive>
  

7、验证Hive运行正常:启动Hive以后输入下面的命令:

hive> show databases;
OK
default
test_db
Time taken: 0.567 seconds, Fetched: 2 row(s)

hive> use default;
OK
Time taken: 0.068 seconds

hive> show tables;
OK
Time taken: 0.086 seconds

8、 创建数据库, 数据库的数据文件被存放在HDFS的/user/hive/warehouse/test_db.db下面

hive> create database test_db;
OK
Time taken: 0.505 seconds

9、在test_db里创建表,表的数据文件被存放在HDFS的/user/hive/warehouse/test_db.db/t_test下面;
并且表的数据文件字段以"|"分割开;  

use test_db;

create table flat1_test (mobile string,opr_type string,lastupdatetime string,monthly string,sp_code string,oper_code string,unknown string,subtime string)
row format delimited
fields terminated by '|';

10、上传数据文件到hdfs指定目录,目录为hive数据库表文件目录
  hadoop fs -put hivefile1.txt /user/hive/warehouse/test_db.db/flat1_test

11、使用sql查询数据
hive> select * from flat1_test;

12、查询Hive的元数据,进入mysql中查询

mysql> show databases;+--------------------+| Database           |+--------------------+| information_schema || hive               || mysql              || performance_schema || test               |+--------------------+5 rows in set (0.00 sec)mysql> use hive;Reading table information for completion of table and column namesYou can turn off this feature to get a quicker startup with -ADatabase changedmysql> mysql> show tables;+---------------------------+| Tables_in_hive            |+---------------------------+| BUCKETING_COLS            || CDS                       || COLUMNS_V2                || DATABASE_PARAMS           || DBS                       || FUNCS                     || FUNC_RU                   || GLOBAL_PRIVS              || IDXS                      || INDEX_PARAMS              || PARTITIONS                || PARTITION_KEYS            || PARTITION_KEY_VALS        || PARTITION_PARAMS          || PART_COL_PRIVS            || PART_COL_STATS            || PART_PRIVS                || ROLES                     || SDS                       || SD_PARAMS                 || SEQUENCE_TABLE            || SERDES                    || SERDE_PARAMS              || SKEWED_COL_NAMES          || SKEWED_COL_VALUE_LOC_MAP  || SKEWED_STRING_LIST        || SKEWED_STRING_LIST_VALUES || SKEWED_VALUES             || SORT_COLS                 || TABLE_PARAMS              || TAB_COL_STATS             || TBLS                      || TBL_COL_PRIVS             || TBL_PRIVS                 || VERSION                   |+---------------------------+35 rows in set (0.01 sec)mysql> select * from DBS;+-------+-----------------------+-----------------------------------------------------------+---------+------------+------------+| DB_ID | DESC                  | DB_LOCATION_URI                                           | NAME    | OWNER_NAME | OWNER_TYPE |+-------+-----------------------+-----------------------------------------------------------+---------+------------+------------+|     1 | Default Hive database | hdfs://XXXXXXXXXX:9000/user/hive/warehouse            | default | public     | ROLE       ||     6 | NULL                  | hdfs://XXXXXXXXXX:9000/user/hive/warehouse/test_db.db | test_db | hadoop     | USER       |+-------+-----------------------+-----------------------------------------------------------+---------+------------+------------+2 rows in set (0.00 sec)mysql>          
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