Apache Pig 简明教程

Apache Pig - Installation

本章说明了如何下载、安装和在您的系统中设置 Apache Pig

Prerequisites

在使用 Apache Pig 之前,您必须在自己的系统上安装 Hadoop 和 Java 至关重要。因此,在安装 Apache Pig 之前,请按照以下链接中给出的步骤安装 Hadoop 和 Java −

Download Apache Pig

首先,从以下网站下载 Apache Pig 的最新版本 − https://pig.apache.org/

Step 1

打开 Apache Pig 网站的主页。在 News, 部分中,单击链接 release page ,如下面的快照所示。

home page

Step 2

单击指定的链接后,您将被重定向到 Apache Pig Releases 页面。在此页面上,在 Download 部分下,您将有两个链接,即 Pig 0.8 and laterPig 0.7 and before 。单击链接 Pig 0.8 and later ,然后您将被重定向到具有镜像集的页面。

apache pig releases

Step 3

选择并单击其中任何一个镜像,如下所示。

mirror site

Step 4

这些镜像会将您带到 Pig Releases 页面。此页面包含各种版本的 Apache Pig。单击它们中的最新版本。

pig release

Step 5

在这些文件夹中,您将在各种发行版中拥有 Apache Pig 的源文件和二进制文件。下载 Apache Pig 0.15、 pig0.15.0-src.tar.gzpig-0.15.0.tar.gz. 的源文件和二进制文件的 tar 文件

index

Install Apache Pig

下载 Apache Pig 软件后,请按照以下给定的步骤在 Linux 环境中安装它。

Step 1

在安装 Hadoop, Java, 和其他软件的安装目录所在的同一目录中创建一个名为 Pig 的目录。(在我们的教程中,我们在名为 Hadoop 的用户中创建了 Pig 目录)。

$ mkdir Pig

Step 2

解压已下载的 tar 文件,如下所示。

$ cd Downloads/
$ tar zxvf pig-0.15.0-src.tar.gz
$ tar zxvf pig-0.15.0.tar.gz

Step 3

pig-0.15.0-src.tar.gz 文件的内容移动到前面创建的 Pig 目录中,如下所示。

$ mv pig-0.15.0-src.tar.gz/* /home/Hadoop/Pig/

Configure Apache Pig

安装 Apache Pig 后,我们必须配置它。要配置,我们需要编辑两个文件 − bashrc and pig.properties

.bashrc file

.bashrc 文件中,设置以下变量 −

  1. PIG_HOME 文件夹为 Apache Pig 的安装文件夹,

  2. PATH 环境变量为 bin 文件夹,

  3. PIG_CLASSPATH 环境变量为 Hadoop 安装的 etc(配置)文件夹(包含 core-site.xml、hdfs-site.xml 和 mapred-site.xml 文件的目录)。

export PIG_HOME = /home/Hadoop/Pig
export PATH  = $PATH:/home/Hadoop/pig/bin
export PIG_CLASSPATH = $HADOOP_HOME/conf

pig.properties file

在 Pig 的 conf 文件夹中,有一个名为 pig.properties 的文件。在 pig.properties 文件中,您可以按照下面给出的方式,设置各种参数。

pig -h properties

支持以下属性 −

Logging: verbose = true|false; default is false. This property is the same as -v
       switch brief=true|false; default is false. This property is the same
       as -b switch debug=OFF|ERROR|WARN|INFO|DEBUG; default is INFO.
       This property is the same as -d switch aggregate.warning = true|false; default is true.
       If true, prints count of warnings of each type rather than logging each warning.

Performance tuning: pig.cachedbag.memusage=<mem fraction>; default is 0.2 (20% of all memory).
       Note that this memory is shared across all large bags used by the application.
       pig.skewedjoin.reduce.memusagea=<mem fraction>; default is 0.3 (30% of all memory).
       Specifies the fraction of heap available for the reducer to perform the join.
       pig.exec.nocombiner = true|false; default is false.
           Only disable combiner as a temporary workaround for problems.
       opt.multiquery = true|false; multiquery is on by default.
           Only disable multiquery as a temporary workaround for problems.
       opt.fetch=true|false; fetch is on by default.
           Scripts containing Filter, Foreach, Limit, Stream, and Union can be dumped without MR jobs.
       pig.tmpfilecompression = true|false; compression is off by default.
           Determines whether output of intermediate jobs is compressed.
       pig.tmpfilecompression.codec = lzo|gzip; default is gzip.
           Used in conjunction with pig.tmpfilecompression. Defines compression type.
       pig.noSplitCombination = true|false. Split combination is on by default.
           Determines if multiple small files are combined into a single map.

       pig.exec.mapPartAgg = true|false. Default is false.
           Determines if partial aggregation is done within map phase, before records are sent to combiner.
       pig.exec.mapPartAgg.minReduction=<min aggregation factor>. Default is 10.
           If the in-map partial aggregation does not reduce the output num records by this factor, it gets disabled.

Miscellaneous: exectype = mapreduce|tez|local; default is mapreduce. This property is the same as -x switch
       pig.additional.jars.uris=<comma seperated list of jars>. Used in place of register command.
       udf.import.list=<comma seperated list of imports>. Used to avoid package names in UDF.
       stop.on.failure = true|false; default is false. Set to true to terminate on the first error.
       pig.datetime.default.tz=<UTC time offset>. e.g. +08:00. Default is the default timezone of the host.
           Determines the timezone used to handle datetime datatype and UDFs.
Additionally, any Hadoop property can be specified.

Verifying the Installation

通过输入版本命令,来验证 Apache Pig 的安装。如果安装成功,那么您将获得 Apache Pig 的版本,如下所示。

$ pig –version

Apache Pig version 0.15.0 (r1682971)
compiled Jun 01 2015, 11:44:35