公司建立數倉,hive是必不可少的,hive是建立在hadoop基礎上的數據庫,前面已經搭建起了hadoop高可用,要學習hive,先從搭建開始,下面梳理一下hive搭建過程
1.下載hive安裝包 ,下載地址:https://hive.apache.org/downloads.html
找到自己hadoop對應的版本下載安裝,我這里下載的是 apache-hive-2.3.6-bin.tar.gz
2.安裝hive,將安裝包解壓到/opt/soft下,並建立軟鏈接
tar -zxvf apache-hive-2.3.6-bin.tar.gz -C /opt/soft/ cd /opt/soft mv apache-hive-2.3.6-bin hive-2.3.6 ln -s hive-2.3.6 hive
3.配置環境變量/etc/profile
vim /etc/profile
#hive export HIVE_HOME=/opt/soft/hive export PATH=$PATH:$HIVE_HOME/bin
保存后別忘記編譯一下
source /etc/profile
4.配置hive配置文件,hive元數據默認存儲到derby數據庫中,我們這里使用mysql來存儲,hive-site.xml配置信息較多建議下載到windows下修改,然后再傳上去
首先復制默認的配置文件模板,里面已經包含hive所有的默認配置信息
cp hive-default.xml.template hive-site.xml
修改hive-site.xml配置文件,將元數據存放數據庫改為mysql,在hive-site.xml中找到下列屬性,修改為:
<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.ConnectionURL</name> <value>jdbc:mysql://192.168.118.1:3306/hive2</value> <description> JDBC connect string for a JDBC metastore. To use SSL to encrypt/authenticate the connection, provide database-specific SSL flag in the connection URL. For example, jdbc:postgresql://myhost/db?ssl=true for postgres database. </description> </property> <property> <name>javax.jdo.option.ConnectionUserName</name> <value>root</value> <description>Username to use against metastore database</description> </property> <property> <name>javax.jdo.option.ConnectionPassword</name> <value>111111</value> <description>password to use against metastore database</description> </property>
數據庫驅動為mysql驅動com.mysql.jdbc.Driver,URL改為mysql的hive2(自定義)數據庫,用戶名密碼為自己數據庫對應的用戶名密碼
修改hive配置的一些目錄,指定到自己選擇的目錄,搜索以 ${system 開頭的 value 替換為自己的目錄,我這里替換為:/home/hdfs/hive下相關目錄
<property> <name>hive.exec.local.scratchdir</name> <value>/home/hdfs/hive</value> <description>Local scratch space for Hive jobs</description> </property> <property> <name>hive.downloaded.resources.dir</name> <value>/home/hdfs/hive/downloads</value> <description>Temporary local directory for added resources in the remote file system.</description> </property> <property> <name>hive.querylog.location</name> <value>/home/hdfs/hive/querylog</value> <description>Location of Hive run time structured log file</description> </property> <property> <name>hive.server2.logging.operation.log.location</name> <value>/home/hdfs/hive/server2_logs</value> <description>Top level directory where operation logs are stored if logging functionality is enabled</description> </property>
修改權限驗證為false
<property> <name>hive.server2.enable.doAs</name> <value>false</value> <description> Setting this property to true will have HiveServer2 execute Hive operations as the user making the calls to it. </description> </property>
5.既然修改元數據存放在mysql庫里,就需要將mysql驅動包放入到hive/lib中,注意mysql版本和驅動包一致
mv mysql-connector-java-8.0.18.jar /opt/soft/hive/lib/
6.在mysql數據庫中創建hive2庫
7.初始化hive的元數據(表結構)到mysql中。
cd /opt/soft/hive/bin
schematool -dbType mysql -initSchema
出現如下信息,代表成功
也可以查看mysql中hive2庫,所有表初始化完成
8.啟動hadoop,如果沒有安裝可以參考:centos7搭建hadoop2.10高可用(HA)
start-all.sh
9.啟動hive
hive
查看目前只有default數據庫
創建數據庫:
create database myhivedb2;
查看創建的mysqhivedb2已經出來了
我們查一下hdfs中是否創建了對應的目錄
hdfs dfs -ls -R /user/hive/
也可以查看mysql中hive2庫的dbs表:
至此hive環境搭建完成