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大數(shù)據(jù)之HiveSQL安裝配置！

2020-05-14

hive默認(rèn)將元數(shù)據(jù)存儲(chǔ)到本地內(nèi)嵌的Derby數(shù)據(jù)庫(kù)中，但是Derby不支持多會(huì)話鏈接，因此我們使用mysql數(shù)據(jù)庫(kù)來(lái)存儲(chǔ)hive的元數(shù)據(jù)。配置完成hiveSQL的元數(shù)據(jù)庫(kù)之后再開(kāi)始安裝、配置hive。

1、在線安裝mysql

安裝命令為

sudo apt-get install mysql-server

當(dāng)出現(xiàn)下面提示選擇的時(shí)候輸入y 同意繼續(xù)安裝

hduser@master:~$ sudo apt-get install mysql-server

Reading package lists... Done

Building dependency tree

Reading state information... Done

The following packages were automatically installed and are no longer required:

linux-headers-4.13.0-36 linux-headers-4.13.0-36-generic

linux-headers-4.13.0-41 linux-headers-4.13.0-41-generic

linux-image-4.13.0-36-generic linux-image-4.13.0-41-generic

linux-image-extra-4.13.0-36-generic linux-image-extra-4.13.0-41-generic

Use 'sudo apt autoremove' to remove them.

The following additional packages will be installed:

libaio1 libevent-core-2.0-5 libhtml-template-perl mysql-client-5.7

mysql-client-core-5.7 mysql-common mysql-server-5.7 mysql-server-core-5.7

Suggested packages:

libipc-sharedcache-perl mailx tinyca

The following NEW packages will be installed:

libaio1 libevent-core-2.0-5 libhtml-template-perl mysql-client-5.7

mysql-client-core-5.7 mysql-common mysql-server mysql-server-5.7

mysql-server-core-5.7

0 upgraded, 9 newly installed, 0 to remove and 101 not upgraded.

Need to get 18.1 MB of archives.

After this operation, 161 MB of additional disk space will be used.

Do you want to continue? [Y/n] y

然后安裝繼續(xù)執(zhí)行，輸出如下內(nèi)容，完成安裝。中間會(huì)有讓設(shè)置root密碼提示，輸入密碼按向下的方向鍵確認(rèn)，然后再輸入一次確認(rèn)密碼

Get:1 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-common all 5.7.22-0ubuntu0.16.04.1 [15.4 kB]

Get:2 http://mirrors.aliyun.com/ubuntu xenial/main amd64 libaio1 amd64 0.3.110-2 [6,356 B]

Get:3 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-client-core-5.7 amd64 5.7.22-0ubuntu0.16.04.1 [6,425 kB]

Get:4 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-client-5.7 amd64 5.7.22-0ubuntu0.16.04.1 [1,673 kB]

Get:5 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-server-core-5.7 amd64 5.7.22-0ubuntu0.16.04.1 [7,268 kB]

Get:6 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 libevent-core-2.0-5 amd64 2.0.21-stable-2ubuntu0.16.04.1 [70.6 kB]

Get:7 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-server-5.7 amd64 5.7.22-0ubuntu0.16.04.1 [2,583 kB]

Get:8 http://mirrors.aliyun.com/ubuntu xenial/main amd64 libhtml-template-perl all 2.95-2 [60.4 kB]

Get:9 http://mirrors.aliyun.com/ubuntu xenial-updates/main amd64 mysql-server all 5.7.22-0ubuntu0.16.04.1 [10.8 kB]

Fetched 18.1 MB in 1min 56s (155 kB/s)

Preconfiguring packages ...

Selecting previously unselected package mysql-common.

(Reading database ... 285825 files and directories currently installed.)

Preparing to unpack .../mysql-common_5.7.22-0ubuntu0.16.04.1_all.deb ...

Unpacking mysql-common (5.7.22-0ubuntu0.16.04.1) ...

Selecting previously unselected package libaio1:amd64.

Preparing to unpack .../libaio1_0.3.110-2_amd64.deb ...

Unpacking libaio1:amd64 (0.3.110-2) ...

Selecting previously unselected package mysql-client-core-5.7.

Preparing to unpack .../mysql-client-core-5.7_5.7.22-0ubuntu0.16.04.1_amd64.deb ...

Unpacking mysql-client-core-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Selecting previously unselected package mysql-client-5.7.

Preparing to unpack .../mysql-client-5.7_5.7.22-0ubuntu0.16.04.1_amd64.deb ...

Unpacking mysql-client-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Selecting previously unselected package mysql-server-core-5.7.

Preparing to unpack .../mysql-server-core-5.7_5.7.22-0ubuntu0.16.04.1_amd64.deb ...

Unpacking mysql-server-core-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Selecting previously unselected package libevent-core-2.0-5:amd64.

Preparing to unpack .../libevent-core-2.0-5_2.0.21-stable-2ubuntu0.16.04.1_amd64.deb ...

Unpacking libevent-core-2.0-5:amd64 (2.0.21-stable-2ubuntu0.16.04.1) ...

Processing triggers for libc-bin (2.23-0ubuntu10) ...

Processing triggers for man-db (2.7.5-1) ...

Setting up mysql-common (5.7.22-0ubuntu0.16.04.1) ...

update-alternatives: using /etc/mysql/my.cnf.fallback to provide /etc/mysql/my.cnf (my.cnf) in auto mode

Selecting previously unselected package mysql-server-5.7.

(Reading database ... 285993 files and directories currently installed.)

Preparing to unpack .../mysql-server-5.7_5.7.22-0ubuntu0.16.04.1_amd64.deb ...

Unpacking mysql-server-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Selecting previously unselected package libhtml-template-perl.

Preparing to unpack .../libhtml-template-perl_2.95-2_all.deb ...

Unpacking libhtml-template-perl (2.95-2) ...

Selecting previously unselected package mysql-server.

Preparing to unpack .../mysql-server_5.7.22-0ubuntu0.16.04.1_all.deb ...

Unpacking mysql-server (5.7.22-0ubuntu0.16.04.1) ...

Processing triggers for man-db (2.7.5-1) ...

Processing triggers for ureadahead (0.100.0-19) ...

Processing triggers for systemd (229-4ubuntu21.1) ...

Setting up libaio1:amd64 (0.3.110-2) ...

Setting up mysql-client-core-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Setting up mysql-client-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Setting up mysql-server-core-5.7 (5.7.22-0ubuntu0.16.04.1) ...

Setting up libevent-core-2.0-5:amd64 (2.0.21-stable-2ubuntu0.16.04.1) ...

Setting up mysql-server-5.7 (5.7.22-0ubuntu0.16.04.1) ...

update-alternatives: using /etc/mysql/mysql.cnf to provide /etc/mysql/my.cnf (my.cnf) in auto mode

Renaming removed key_buffer and myisam-recover options (if present)

Setting up libhtml-template-perl (2.95-2) ...

Setting up mysql-server (5.7.22-0ubuntu0.16.04.1) ...

Processing triggers for libc-bin (2.23-0ubuntu10) ...

Processing triggers for systemd (229-4ubuntu21.1) ...

Processing triggers for ureadahead (0.100.0-19) ...

使用如下命令登錄MySQL服務(wù)器。在提示輸入密碼的地方輸入剛才設(shè)置的root密碼

hduser@master:/etc/network$ mysql -uroot -p

Enter password:

Welcome to the MySQL monitor. Commands end with ; or \g.

Your MySQL connection id is 4

Server version: 5.7.22-0ubuntu0.16.04.1 (Ubuntu)

Oracle is a registered trademark of Oracle Corporation and/or its

affiliates. Other names may be trademarks of their respective

owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> show databases;

+--------------------+

| Database |

+--------------------+

| information_schema |

| mysql |

| performance_schema |

| sys |

+--------------------+

4 rows in set (0.00 sec)

mysql>

2、在Mysql中創(chuàng)建hive元數(shù)據(jù)數(shù)據(jù)庫(kù)

創(chuàng)建hive數(shù)據(jù)庫(kù)

mysql> create database hive;

將hive數(shù)據(jù)庫(kù)的所有權(quán)限賦給hive用戶

mysql> create user 'hive'@'%' identified by 'hive';

mysql> grant all privileges on *.* to 'hive'@'%' with grant option;

mysql>flush privileges;

mysql> use hive;

mysql> select user,host,password from mysql.user;

注：在ubuntu中，默認(rèn)情況下MySQL只允許本底登陸，所以需要修改配置文件將地址綁定注釋掉

sudo vim /etc/mysql/my.cnf

#bind-address = 127.0.0.1 #注釋掉

3、安裝hive

下載最新穩(wěn)定版hive

https://mirrors.tuna.tsinghua.edu.cn/apache/hive/hive-2.3.3/apache-hive-2.3.3-bin.tar.gz

上傳到master節(jié)點(diǎn)的/home/hduser/Downloads目錄下

解壓

tar -zxvf Downloads/apache-hive-2.3.3-bin.tar.gz

更改安裝文件名稱(chēng)

hduser@master:~$ mv apache-hive-2.3.3-bin/ ./hive

hduser@master:~$

配置用戶環(huán)境變量

vim ~/.bashrc

在文件末尾添加如下內(nèi)容

#HIVE

export HIVE_HOME=/home/hduser/hive

export PATH=$PATH:$HIVE_HOME/bin

最后重新導(dǎo)入環(huán)境變量

source ~/.bashrc

注：通過(guò)source方法只是臨時(shí)重置了系統(tǒng)環(huán)境變量，若想系統(tǒng)環(huán)境變量永久生效重啟是不錯(cuò)的方法

4、配置hive參數(shù)

配置hive-site.xml

<?xml version="1.0" encoding="UTF-8" standalone="no"?>

<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>

<name>javax.jdo.option.ConnectionURL</name>

<value>jdbc:mysql://master:3306/hive?createDatabaseIfNotExist=true</value>

<description>JDBC connect string for a JDBC metastore</description>

</property>

<name>javax.jdo.option.ConnectionDriverName</name>

<value>com.mysql.jdbc.Driver</value>

<description>Driver class name for a JDBC metastore</description>

</property>

<name>javax.jdo.option.ConnectionUserName</name>

<description>username to use against metastore database</description>

</property>

<name>javax.jdo.option.ConnectionPassword</name>

<description>password to use against metastore database</description>

</property>

</configuration>

我們也可指定某個(gè)文件夾來(lái)存放元數(shù)據(jù)

<name>hive.metastore.warehouse.dir</name>

<value>/home/hduser/hive/warehouse</value>

<description>location of default database for the warehouse</description>

</property>

下載mysql-connector-java-5.1.46.tar.gz，下載鏈接為

https://cdn.mysql.com//Downloads/Connector-J/mysql-connector-java-5.1.46.tar.gz

將其解壓后在文件夾中選擇mysql-connector-java-5.1.46-bin.jar上傳到master節(jié)點(diǎn)的/home/hduser/Downloads目錄下。最后將JDBC文件放到hive的lib文件夾內(nèi)即可。

5、啟動(dòng)hive

Hive數(shù)據(jù)存儲(chǔ)到HDFS上，因此要先啟動(dòng)hadoop

start-all.sh

格式化hive

schematool -dbType mysql -initSchema

啟動(dòng)hive命令行

hive

Hive SQL的優(yōu)點(diǎn)是學(xué)習(xí)成本低，可以通過(guò)類(lèi)似SQL語(yǔ)句實(shí)現(xiàn)快速M(fèi)apReduce統(tǒng)計(jì)，使MapReduce變得更加簡(jiǎn)單，而不必開(kāi)發(fā)專(zhuān)門(mén)的MapReduce應(yīng)用程序。hive是十分適合數(shù)據(jù)倉(cāng)庫(kù)的統(tǒng)計(jì)分析和Windows注冊(cè)表文件。

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') } function initGt() { var handler = function (captchaObj) { captchaObj.appendTo('#captcha'); captchaObj.onReady(function () { $("#wait").hide(); }).onSuccess(function(){ $('.getcheckcode').removeClass('dis'); $('.getcheckcode').trigger('click'); }); window.captchaObj = captchaObj; }; $('#captcha').show(); $.ajax({ url: "/login/gtstart?t=" + (new Date()).getTime(), // 加隨機(jī)數(shù)防止緩存 type: "get", dataType: "json", success: function (data) { $('#text').hide(); $('#wait').show(); // 調(diào)用 initGeetest 進(jìn)行初始化 // 參數(shù)1：配置參數(shù) // 參數(shù)2：回調(diào)，回調(diào)的第一個(gè)參數(shù)驗(yàn)證碼對(duì)象，之后可以使用它調(diào)用相應(yīng)的接口 initGeetest({ // 以下 4 個(gè)配置參數(shù)為必須，不能缺少 gt: data.gt, challenge: data.challenge, offline: !data.success, // 表示用戶后臺(tái)檢測(cè)極驗(yàn)服務(wù)器是否宕機(jī) new_captcha: data.new_captcha, // 用于宕機(jī)時(shí)表示是新驗(yàn)證碼的宕機(jī) product: "float", // 產(chǎn)品形式，包括：float，popup width: "280px", https: true // 更多配置參數(shù)說(shuō)明請(qǐng)參見(jiàn)：http://docs.geetest.com/install/client/web-front/ }, handler); } }); } function codeCutdown() { if(_wait == 0){ //倒計(jì)時(shí)完成 $(".getcheckcode").removeClass('dis').html("重新獲取"); }else{ $(".getcheckcode").addClass('dis').html("重新獲取("+_wait+"s)"); _wait--; setTimeout(function () { codeCutdown(); },1000); } } function inputValidate(ele,telInput) { var oInput = ele; var inputVal = oInput.val(); var oType = ele.attr('data-type'); var oEtag = $('#etag').val(); var oErr = oInput.closest('.form_box').next('.err_txt'); var empTxt = '請(qǐng)輸入'+oInput.attr('placeholder')+'！'; var errTxt = '請(qǐng)輸入正確的'+oInput.attr('placeholder')+'！'; var pattern; if(inputVal==""){ if(!telInput){ errFun(oErr,empTxt); } return false; }else { switch (oType){ case 'login_mobile': pattern = /^1[3456789]\d{9}$/; if(inputVal.length==11) { $.ajax({ url: '/login/checkmobile', type: "post", dataType: "json", data: { mobile: inputVal, etag: oEtag, page_ur: window.location.href, page_referer: document.referrer }, success: function (data) { } }); } break; case 'login_yzm': pattern = /^\d{6}$/; break; } if(oType=='login_mobile'){ } if(!!validateFun(pattern,inputVal)){ errFun(oErr,'') if(telInput){ $('.getcheckcode').removeClass('dis'); } }else { if(!telInput) { errFun(oErr, errTxt); }else { $('.getcheckcode').addClass('dis'); } return false; } } return true; } function errFun(obj,msg) { obj.html(msg); if(msg==''){ $('.login_submit').removeClass('dis'); }else { $('.login_submit').addClass('dis'); } } function validateFun(pat,val) { return pat.test(val); }

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大數(shù)據(jù)之HiveSQL安裝配置！

1、在線安裝mysql

2、在Mysql中創(chuàng)建hive元數(shù)據(jù)數(shù)據(jù)庫(kù)

創(chuàng)建hive數(shù)據(jù)庫(kù)

將hive數(shù)據(jù)庫(kù)的所有權(quán)限賦給hive用戶

3、安裝hive

注：通過(guò)source方法只是臨時(shí)重置了系統(tǒng)環(huán)境變量，若想系統(tǒng)環(huán)境變量永久生效重啟是不錯(cuò)的方法

4、配置hive參數(shù)

5、啟動(dòng)hive

數(shù)據(jù)分析師考試動(dòng)態(tài)

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大數(shù)據(jù)之HiveSQL安裝配置！

1、在線安裝mysql

2、在Mysql中創(chuàng)建hive元數(shù)據(jù)數(shù)據(jù)庫(kù)

創(chuàng)建hive數(shù)據(jù)庫(kù)

將hive數(shù)據(jù)庫(kù)的所有權(quán)限賦給hive用戶

3、安裝hive

注：通過(guò)source方法只是臨時(shí)重置了系統(tǒng)環(huán)境變量，若想系統(tǒng)環(huán)境變量永久生效重啟是不錯(cuò)的方法

4、配置hive參數(shù)

5、啟動(dòng)hive

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大數(shù)據(jù)之HiveSQL安裝配置！

2、在Mysql中創(chuàng)建hive元數(shù)據(jù)數(shù)據(jù)庫(kù)

3、安裝hive

注：通過(guò)source方法只是臨時(shí)重置了系統(tǒng)環(huán)境變量，若想系統(tǒng)環(huán)境變量永久生效重啟是不錯(cuò)的方法

4、配置hive參數(shù)

5、啟動(dòng)hive

【CDA干貨】Excel 導(dǎo)入數(shù)據(jù)含缺失值？詳解 dropna ...

【CDA干貨】深入解析卡方檢驗(yàn)與 t 檢驗(yàn)：差異、適用 ...