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Overview This guide describes the native hadoop library and includes a small discussion about native shared libraries. Note: Depending on your environment, the term 'native libraries' could refer to all.so's you need to compile; and, the term 'native compression' could refer to all.so's you need to compile that are specifically related to compression. Currently, however, this document only addresses the native hadoop library ( libhadoop.so). The document for libhdfs library ( libhdfs.so) is. Usage It is fairly easy to use the native hadoop library:.
Review the components. Review the supported platforms.
Either download a hadoop release, which will include a pre-built version of the native hadoop library, or build your own version of the native hadoop library. Whether you download or build, the name for the library is the same: libhadoop.so. Install the compression codec development packages (zlib-1.2, gzip-1.2):.
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If you download the library, install one or more development packages - whichever compression codecs you want to use with your deployment. If you build the library, it is mandatory to install both development packages. Check the runtime log files.
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Build The native hadoop library is written in ANSI C and is built using the GNU autotools-chain (autoconf, autoheader, automake, autoscan, libtool). This means it should be straight-forward to build the library on any platform with a standards-compliant C compiler and the GNU autotools-chain (see the supported platforms). The packages you need to install on the target platform are:. C compiler (e.g. GNU C Compiler). GNU Autools Chain: autoconf, automake, libtool. zlib-development package (stable version = 1.2.0).
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openssl-development package(e.g. Libssl-dev) Once you installed the prerequisite packages use the standard hadoop pom.xml file and pass along the native flag to build the native hadoop library. Runtime The bin/hadoop script ensures that the native hadoop library is on the library path via the system property: -Djava.library.path= During runtime, check the hadoop log files for your MapReduce tasks. If everything is all right, then: DEBUG util.NativeCodeLoader - Trying to load the custom-built native-hadoop library. INFO util.NativeCodeLoader - Loaded the native-hadoop library. If something goes wrong, then: INFO util.NativeCodeLoader - Unable to load native-hadoop library for your platform.
Using builtin-java classes where applicable. Native Shared Libraries You can load any native shared library using DistributedCache for distributing and symlinking the library files. This example shows you how to distribute a shared library, mylib.so, and load it from a MapReduce task.
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First copy the library to the HDFS: bin/hadoop fs -copyFromLocal mylib.so.1 /libraries/mylib.so.1. The job launching program should contain the following: DistributedCache.createSymlink(conf); DistributedCache.addCacheFile('hdfs://host:port/libraries/mylib.so.
1#mylib.so', conf);. The MapReduce task can contain: System.loadLibrary('mylib.so'); Note: If you downloaded or built the native hadoop library, you don’t need to use DistibutedCache to make the library available to your MapReduce tasks.