The "big data technology series: hadoop Application Development Technology details" consists of 12 chapters. 1st ~ Chapter 2 describes the hadoop ecosystem, key technologies, and installation and configuration in detail. Chapter 2 is an introduction to mapreduce, allowing readers to understand the entire development process ~ Chapter 5 describes in detail the HDFS and h
Build a Hadoop Client-that is, access Hadoop from hosts outside the Cluster
Build a Hadoop Client-that is, access Hadoop from hosts outside the Cluster
1. Add host ing (the same as namenode ing ):
Add the last line
[Root @ localhost ~] # Su-root
[Root @ localhost ~] # Vi/etc/hosts127.0.0.1 localhost. localdomain localh
Not much to say, directly on the dry goods!GuideInstall Hadoop under winEveryone, do not underestimate win under the installation of Big data components and use played Dubbo and disconf friends, all know that in win under the installation of zookeeper is often the Disconf learning series of the entire network the most detailed latest stable disconf deployment (based on Windows7 /8/10) (detailed) Disconf Learning series of the full network of the lates
A. Question and answer:
1. A simple description of how to install a Apache open source version of Hadoop, only described, no need to list the full steps, to list the steps better.
1) Install the JDK and configure environment variables (/etc/profile)
2) Turn off the firewall
3) Configure the Hosts file to facilitate Hadoop access via host name (/etc/hosts)
4) Set up SSH password-free login
5) Unzip the
Public void reduce (Text key, iterator Outputcollector Reporter reporter) throws ioexception {Int sum = 0;While (values. hasnext ()){Sum + = values. Next (). Get ();}Output. Collect (Key, new intwritable (SUM ));}}
A computing task in hadoop is called a job. You can use a jobconf object to set how to run the job. The output key type is text, and the value type is intwritable. The mapclass implemented in code list 1 is used as the Mapper cla
Numsplits split, each split to a map task. The Getrecordreader function provides a user-resolved iterator object that parses each record in the split into a key/value pair.
Hadoop itself provides some inputformat:
(2) Mapper interface
The user needs to inherit the mapper interface to implement its own mapper,mapper the function that must be implemented is 1 2 3 4 5 6 7 8 9 void Map (K1 key, V1 value, OUTPUTCOLLECTOR
The
Hadoop cannot be started properly (1)
Failed to start after executing $ bin/hadoop start-all.sh.
Exception 1
Exception in thread "Main" Java. Lang. illegalargumentexception: Invalid URI for namenode address (check fs. defaultfs): file: // has no authority.
Localhost: At org. Apache. hadoop. HDFS. server. namenode. namenode. getaddress (namenode. Java: 214)
Localh
First explain the configured environmentSystem: Ubuntu14.0.4Ide:eclipse 4.4.1Hadoop:hadoop 2.2.0For older versions of Hadoop, you can directly replicate the Hadoop installation directory/contrib/eclipse-plugin/hadoop-0.20.203.0-eclipse-plugin.jar to the Eclipse installation directory/plugins/ (and not personally verified). For HADOOP2, you need to build the jar f
Type
Default Value
Description
Io. Sort. MB
Int
100
Buffer size of the intermediate result of the cached map (in MB)
Io. Sort. Record. percent
Float
0.05
Io. Sort. mb is used to save the percentage of map output record boundaries, and other caches are used to save data.
Io. Sort. Spill. percent
Float
0.80
The threshold for map to start the spill operation.
Io. Sort. Factor
Int
10
The maxi
This article mainly analyzes important hadoop configuration files.
Wang Jialin's complete release directory of "cloud computing distributed Big Data hadoop hands-on path"
Cloud computing distributed Big Data practical technology hadoop exchange group: 312494188 Cloud computing practices will be released in the group every day. welcome to join us!
Wh
Pre-language: If crossing is a comparison like the use of off-the-shelf software, it is recommended to use the Quickhadoop, this use of the official documents can be compared to the fool-style, here do not introduce. This article is focused on deploying distributed Hadoop for yourself.1. Modify the machine name[[email protected] root]# vi/etc/sysconfig/networkhostname=*** a column to the appropriate name, the author two machines using HOSTNAME=HADOOP0
task based on the information contained in this object, note the following special cases:
Some configuration parameters cannot be changed by the task parameter value if they are set to final by administrators in hadoop-related configuration files, such as core-site.xml, mapred-site.xml.
Some parameters can be set directly through methods, such as setNumReduceTasks (int. However, some other parameters have a more complex relationship with the in
operated during the merge operation.
Min. num. spill. for. combine
Int
3
Minimum number of spill Operations of the combiner Function
Mapred. compress. map. output
Boolean
False
Whether the intermediate map result is compressed
Mapred. map. output. compression. codec
Class name
Org. apache. Hadoop. io.Compress. DefaultCodec
Compression format of map inte
What is the role of 1.Combiner? 2. How are job level parameters tuned? 3. What are the tasks and administrator levels that can be tuned? Hadoop provides a variety of configurable parameters for user jobs to allow the user to adjust these parameter values according to the job characteristics to optimize the operational efficiency.an application authoring specification1. Set CombinerFor a large number of MapR
Hadoop In The Big Data era (1): hadoop Installation
If you want to have a better understanding of hadoop, you must first understand how to start or stop the hadoop script. After all,Hadoop is a distributed storage and computing framework.But how to start and manage t
Chapter 1 Meet HadoopData is large, the transfer speed is not improved much. it's a long time to read all data from one single disk-writing is even more slow. the obvious way to reduce the time is read from multiple disk once.The first problem to solve is hardware failure. The second problem is that most analysis task need to be able to combine the data in different hardware.
Chapter 3 The Hadoop Distributed FilesystemFilesystem that manage storage h
Preface
After a while of hadoop deployment and management, write down this series of blog records.
To avoid repetitive deployment, I have written the deployment steps as a script. You only need to execute the script according to this article, and the entire environment is basically deployed. The deployment script I put in the Open Source China git repository (http://git.oschina.net/snake1361222/hadoop_scripts ).
All the deployment in this article is b
ObjectiveWhat is Hadoop?In the Encyclopedia: "Hadoop is a distributed system infrastructure developed by the Apache Foundation." Users can develop distributed programs without knowing the underlying details of the distribution. Take advantage of the power of the cluster to perform high-speed operations and storage. ”There may be some abstraction, and this problem can be re-viewed after learning the various
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