Note:this article is originally posted on a previous version of the 500px engineering blog. A lot has changed since it is originally posted on Feb 1, 2015. In the future posts, we'll be covering how we image classification solution has and evolved what other interesting Mach INE learning projects we have.
Tldr:this Post provides an overview the how to perform large scale image classification using Hadoop streaming. Component individually and identify
We know that the Hadoop cluster is fault-tolerant, distributed and so on, why it has these characteristics, the following is one of the principles.
Distributed clusters typically contain a very large number of machines, and due to the limitations of the rack slots and switch ports, the larger distributed clusters typically span several racks, and the machines on multiple racks form a distributed cluster. The network speed between the machines in the
Hadoop Elephant Safari 006- Installing the Hadoop environment sinom > Our hardware computer is running . windows7x64 windows7 installed vmware10 virtual machine, vmware centos6.5 operating system, centos jdk1.6.0_45 centos securecrsecurefx Everything is available, Hadoop should be installed , but There are many versions of
Once Hadoop is installed, you will often be prompted with a warning:
WARN util. nativecodeloader:unable to load Native-hadoop library for your platform ...
Using Builtin-java classes where applicableSearched a lot of articles, all say is related to the system bit number, I use CentOS 6.5 64-bit operating system.
The first two days in the Docker image to find a step to solve the problem, the pro tried
This article is derived from the deep analysis of Hadoop Technology Insider design and implementation principles of Hadoop common and HDFs architectureFirst, the basic concept of Hadoop
Hadoop is an open source distributed computing platform under the Apache Foundation, with the core of the
I. Introduction to the Hadoop releaseThere are many Hadoop distributions available, with Intel distributions, Huawei Distributions, Cloudera Distributions (CDH), hortonworks versions, and so on, all of which are based on Apache Hadoop, and there are so many versions is due to Apache Hadoop's Open source agreement: Anyone can modify it and publish/sell it as an op
Because Hadoop is still in its early stage of rapid development, and it is open-source, its version has been very messy. Some of the main features of Hadoop include:
Append: Supports file appending. If you want to use HBase, you need this feature.
RAID: to ensure data reliability, you can introduce verification codes to reduce the number of data blocks. Link: https://issues.apache.org/jira/browse/HDFS/c
Write scalable, distributed data-intensive programs and basics
Understanding Hadoop and MapReduce
Write and run a basic MapReduce program
1. What is HadoopHadoop is an open-source framework for writing and running distributed applications to handle large-scale data.What makes Hadoop unique is the following points:
Convenient--hadoop run on a
Environment[Email protected] soft]#Cat/etc/Issuecentos Release6.5(Final) Kernel \ r \m[[email protected] soft]#uname-Alinux vm80282.6. +-431. el6.x86_64 #1SMP Fri Nov A Geneva: the: theUtc -x86_64 x86_64 x86_64 gnu/Linux[[email protected] soft]# Hadoop versionhadoop2.7.1Subversion https://git-wip-us.apache.org/repos/asf/hadoop.git-r 15ecc87ccf4a0228f35af08fc56de536e6ce657aCompiled by Jenkins on -- .-29t06:04zcompiled with Protoc2.5.0From source with c
1. The virtual machine installation hadoop,windows cannot access the Hadoop Web page http://master:50070/through the host name. Windows Ping Master also pings the method: Add Linux under Windows native C:\Windows\System32\drivers\etc\hosts files Hosts configure the hostname and IP address of the Hadoop machine to add in.
Issue 2, Windows Eclipse runni
Http://devsolvd.com/questions/hadoop-unable-to-load-native-hadoop-library-for-your-platform-error-on-centos The answer depends ... I just installed Hadoop 2.6 from Tarball on 64-bit CentOS 6.6. The Hadoop install did indeed come with a prebuilt 64-bit native library. For my install, it's here: /opt/
Read files
For more information about the file reading mechanism, see:
The client calls the open () method of the filesystem object (corresponding to the HDFS file system, and calls the distributedfilesystem object) to open the file (that is, the first step in the figure ), distributedfilesystem uses Remote Procedure Call to call namenode to obtain the location of the first several blocks of the file (step 2 ). For each block, namenode returns the address information of all namenode that owns t
in the Hadoop Eclipse Development Environment Building In this article, the 15th.) mentions permission-related exceptions, as follows:15/01/30 10:08:17 WARN util. nativecodeloader:unable to load Native-hadoop library for your platform ... using Builtin-java classes where applicable15/ 01/30 10:08:17 ERROR Security. Usergroupinformation:priviledgedactionexception As:zhangchao3 cause:java.io.IOException:Faile
First, download the Hadoop websitehttp://hadoop.apache.orghttps://archive.apache.org/dist/hadoop/common/hadoop-2.6.0 Administrator Identity Decompression D:\Hadoop\hadoop-2.6.0Second, the download of winutilsAlso need to download Winutils.exe,requires a corresponding version
Part 1: hadoop BinThe following hadoop bin is based on the actual needs of the project:Hadoop ShellHadoop-config.sh, which is used to assign values to some variablesHadoop_home (hadoop installation directory ).Hadoop_conf_dir (hadoop configuration file directory ). Hadoop_slaves (-- the address of the file specified by
Ubuntu installation (Here I do not catch a map, just cite a URL, I believe that everyone's ability)Ubuntu Installation Reference Tutorial: http://jingyan.baidu.com/article/14bd256e0ca52ebb6d26129c.htmlNote the following points:1, set the virtual machine's IP, click the network connection icon in the bottom right corner of the virtual machine, select "Bridge mode", so as to assign to your LAN IP, this is very important because the back Hadoop to use th
Pre-Preparation 1. Create a Hadoop-related directory (easy to manage) 2, give Hadoop users and all group permissions to the/opt/* directorysudo chrown-r hadoop:hadoop/opt/*3, JDK installation and configuration configuration Hdfs/yarn/mamreduce1, decompression HadoopTAR-ZXF hadoop-2.5.0.tar.gz-c/opt/modules/(delete Doc's help document, save space) rm-rf/opt/module
-p '-F/HOME/U/.SSH/ID_DSASsh-keygen indicates that the key is generated-T means the specified generated key typeDSA is the meaning of DSA key authentication, that is, the key type-P provides a passphrase-f Specifies the generated key file(4) # cat/home/u/.ssh/id_dsa.pub >>/home/u/.ssh/authorized_keys# Add the public key to the public key file for authentication, Authorized_keys is the public key file for authentication(5) # Ssh-version# Verify that SSH installation is complete and the correct in
additional openssh-clients(3) # Mkdir-p ~/.ssh # Assume that after you install SSH, these folders are not actively generated by yourself, please create your own(4) # ssh-keygen-t Dsa-p "-F ~/.SSH/ID_DSASsh-keygen indicates that the key is generated-T means the specified generated key typeDSA is the meaning of DSA key authentication, that is, the key type-P provides a passphrase-f Specifies the generated key file(5) # cat ~/.ssh/id_dsa.pub >> ~/.ssh/authorized_keys# Add the public key to the pub
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