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数据分析 - Zeppelin

数据分析 - Zeppelin

作者: 林昀熙 | 来源:发表于2019-12-20 07:46 被阅读0次

    Zeppelin概述

    Apache Zeppelin 是一个让交互式数据分析变得可行的基于网页的notebook。Zeppelin提供了数据可视化的框架. 官网地址: http://zeppelin.apache.org/

    Zeppelin下载

    [root@icloud-store local]# wget http://mirror.bit.edu.cn/apache/zeppelin/zeppelin-0.7.3/zeppelin-0.7.3-bin-all.tgz
    [root@icloud-store local]# tar -zxvf zeppelin-0.7.3-bin-all.tgz 
    [root@icloud-store zeppelin-0.7.3-bin-all]# ll -h
    总用量 28M
    drwxr-xr-x  2 501 wheel 4.0K 2月  26 03:29 bin
    drwxr-xr-x  2 501 wheel 4.0K 2月  26 03:29 conf
    drwxr-xr-x 23 501 wheel 4.0K 2月  26 03:28 interpreter
    drwxr-xr-x  4 501 wheel 8.0K 2月  26 03:28 lib
    -rw-r--r--  1 501 wheel  59K 9月  18 10:14 LICENSE
    drwxr-xr-x  2 501 wheel 4.0K 2月  26 03:28 licenses
    drwxr-xr-x  8 501 wheel  102 2月  26 03:28 notebook
    -rw-r--r--  1 501 wheel 5.5K 9月  18 10:14 NOTICE
    -rw-r--r--  1 501 wheel 1.3K 9月  18 10:07 README.md
    -rw-r--r--  1 501 wheel  28M 9月  18 10:13 zeppelin-web-0.7.3.war
    [root@icloud-store zeppelin-0.7.3-bin-all]# ls bin/
    common.cmd  functions.cmd  install-interpreter.sh  interpreter.sh  zeppelin-daemon.sh
    common.sh   functions.sh   interpreter.cmd         zeppelin.cmd    zeppelin.sh
    [root@icloud-store zeppelin-0.7.3-bin-all]# ls conf/
    configuration.xsl  log4j.properties    zeppelin-env.cmd.template  zeppelin-site.xml.template
    interpreter-list   shiro.ini.template  zeppelin-env.sh.template
    [root@icloud-store zeppelin-0.7.3-bin-all]# ls interpreter/
    alluxio  bqsql      elasticsearch  flink  ignite  kylin  lib   md   psql    scio  spark
    angular  cassandra  file           hbase  jdbc    lens   livy  pig  python  sh
    

    Zeppelin部署

    Zeppelin部署前提是安装了JDK(建议JDK8). 安装过程比较简单,部署其应用war包即可.

    Zeppelin解释器

    查看其支持的解释器,内置解释器列表.

    [root@icloud-store zeppelin-0.7.3-bin-all]# bin/install-interpreter.sh --list
    Java HotSpot(TM) 64-Bit Server VM warning: Ignoring option MaxPermSize; support was removed in 8.0
    SLF4J: Class path contains multiple SLF4J bindings.
    SLF4J: Found binding in [jar:file:/usr/local/zeppelin-0.7.3-bin-all/lib/interpreter/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]
    SLF4J: Found binding in [jar:file:/usr/local/zeppelin-0.7.3-bin-all/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.slf4j.impl.Log4jLoggerFactory]
    alluxio         Alluxio interpreter
    angular         HTML and AngularJS view rendering
    beam            Beam interpreter
    bigquery            BigQuery interpreter
    cassandra           Cassandra interpreter built with Scala 2.11
    elasticsearch           Elasticsearch interpreter
    file            HDFS file interpreter
    flink           Flink interpreter built with Scala 2.11
    hbase           Hbase interpreter
    ignite          Ignite interpreter built with Scala 2.11
    jdbc            Jdbc interpreter
    kylin           Kylin interpreter
    lens            Lens interpreter
    livy            Livy interpreter
    md          Markdown support
    pig         Pig interpreter
    postgresql          Postgresql interpreter
    python          Python interpreter
    scio            Scio interpreter
    shell           Shell command
    
    [root@icloud-store zeppelin-0.7.3-bin-all]# cd conf/
    [root@icloud-store conf]# 
    [root@icloud-store conf]# cat interpreter-list 
    [root@icloud-store conf]# cat zeppelin-site.xml -n | grep  -C 3 interpreter
    

    安装特定解释器

    [root@icloud-store zeppelin-0.7.3-bin-all]# bin/install-interpreter.sh --name md,shell,jdbc,python
    

    安装全部解释器

    
    [root@localhost zeppelin-0.7.3-bin-all]# bin/install-interpreter.sh --all
    

    Zeppelin启动

    [root@icloud-store zeppelin-0.7.3-bin-all]# cp conf/zeppelin-env.sh.template conf/zeppelin-env.sh
    [root@icloud-store zeppelin-0.7.3-bin-all]# cp conf/zeppelin-site.xml.template conf/zeppelin-site.xml
    [root@icloud-store zeppelin-0.7.3-bin-all]# bin/zeppelin-daemon.sh start
    Pid dir doesn't exist, create /usr/local/zeppelin-0.7.3-bin-all/run
    Zeppelin start                                             [  OK  ]
    

    效果图如下

    [站外图片上传中...(image-467a92-1576799180263)]

    Zeppelin应用

    Zeppelin基于其特定的解释器,可以做一些简单的数据可视化图标展示, 下面概述如何基于特定解释器创建可视化数据图表.

    解释器Markdown

    步骤: 【Notebook】->【Create new note】, 解释器选择md即可会出现一个展示面板,编辑运行即可.

    [图片上传失败...(image-3831fc-1576799180263)]

    效果如下:
    [站外图片上传中...(image-6d3050-1576799180263)]

    解释器Elastic

    解释器选择: elasticsearch. 当然需要在Interpreter中事先配置好解释器

    [站外图片上传中...(image-b08f47-1576799180263)]

    image

    当然也支持不同的图标效果展示

    [图片上传失败...(image-33cc1a-1576799180263)]

    整体来说比较简单, 不做赘述.

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