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You are here: Home » How to Install Apache DataFu (DataFu Pig, DataFu Hourglass)

By Abhishek Ghosh June 2, 2018 9:59 pm Updated on June 2, 2018

How to Install Apache DataFu (DataFu Pig, DataFu Hourglass)

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Apache DataFu is a collection of well-tested libraries for data mining and statistics. It has two parts – one for Apache Pig, which is a collection of user-defined functions for Apache Pig and second part is Hourglass, which is an incremental processing framework for Apache Hadoop in MapReduce. Apache DataFu for Pig is a collection of useful user-defined functions for data analysis in Apache Pig. It has been used by production workflows at LinkedIn. It is also included in Cloudera’s CDH and Apache Bigtop. Here is Guide on How to Install Apache DataFu on Debian System.

How to Install Apache DataFu

 

How to Install Apache DataFu : Steps

 

This is the official DataFu repository on Github :

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https://github.com/apache/datafu

There is also a repository on Github by LinkedIn, which is not updated since ancient time. This is Apache’s official subdoomain for DataFu :

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https://datafu.apache.org/

Official Wiki provides examples of how to of functions for Statistics (median, quantiles, variance), Bag Operations (join, prepend, append, count items, concat), Set Operations (set intersection, union, difference), Sessions (sessionize streams of data), Sampling (random sample with/without replacement, weighted sample), Hashing (SHA and MD5), Link Analysis and so on.

On our website, guides are intended to be installed on own server original Apache repositories. So the user should have a running system with Apache Hadoop installed, with Apache Pig, with Apache Bigtop. We are not showing the commands to install and configure Java, Bash profile for them.

From Apt on Debian or Ubuntu

We guess, this way although easy will be not suitable for most systems plus version on apt can be old. This probably works only for CDH version :

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sudo apt-get install pig-udf-datafu
sudo updatedb

At /usr/lib/pig, there will be datafu-0.0.X-cdhY.0.0.jar file. X, Y are variables indicating versions. You can use the locate function :

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locate datafu-0.0

Register the JAR. Replace the version string with the current DataFu and CDH version numbers.

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REGISTER /usr/lib/pig/datafu-<DataFu_version>-cdh<CDH_version>.jar

Building from source

Official download of source code :

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http://www-us.apache.org/dist/datafu/

Download that file which is latest with wget or git release (from Github). We need Gradle :

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https://gradle.org/install/

Replace version numbers :

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tar -xzvf apache-datafu-sources-1.4.0.tgz
cd apache-datafu-sources-1.4.0
gradle -b bootstrap.gradle
./gradlew assemble

The procedure will produce JARs in the following directories:

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datafu-pig/build/libs
datafu-hourglass/build/libs

DataFu artifacts can be installed to local maven repository:

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./gradlew install

We can test for Pig :

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./gradlew :datafu-pig:test

If local maven repository is at ~/foo then the location will be ~/foo/repository/org/apache/datafu/. For Mae, we need this settings :

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<dependency>
  <groupId>org.apache.datafu</groupId>
  <artifactId>datafu-pig</artifactId>
  <version>1.4.0</version>
</dependency>
<dependency>
  <groupId>org.apache.datafu</groupId>
  <artifactId>datafu-hourglass</artifactId>
  <version>1.4.0</version>
</dependency>

After this setup, it is possible to follow the official getting started guide :

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http://datafu.apache.org/docs/datafu/getting-started.html

Tagged With 8889 , how to download datafu jar in emr , how to install pig apache on windows , what is datafu-pig

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Abhishek Ghosh

About Abhishek Ghosh

Abhishek Ghosh is a Businessman, Surgeon, Author and Blogger. You can keep touch with him on Twitter - @AbhishekCTRL.

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About This Article

Cite this article as: Abhishek Ghosh, "How to Install Apache DataFu (DataFu Pig, DataFu Hourglass)," in The Customize Windows, June 2, 2018, February 5, 2023, https://thecustomizewindows.com/2018/06/how-to-install-apache-datafu-datafu-pig-datafu-hourglass/.

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