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) {System.err.println ("Usage:wordcount"); System.exit (2); } /**Create a job, name it to track the performance of the task **/Job Job=NewJob (conf, "word count"); /**when running a job on a Hadoop cluster, you need to package the code into a jar file (Hadoop distributes the file in the cluster), set a class through the setjarbyclass of the job, and Hadoop
MapReduce program Local Debug/Hadoop operations local file system
Empty the configuration file under Conf in the Hadoop home directory. Running the Hadoop command at this point uses the local file system, which allows you to run the
processing classesJob.setmapperclass (Datamapper.class); Job.setreducerclass (datareduce.class); //Setting the output key-value data typeJob.setoutputkeyclass (Text.class); Job.setoutputvalueclass (Text.class); //submit the job and wait for it to completeSystem.exit (Job.waitforcompletion (true) ? 0:1); } }Add one point: When a file is sliced, it starts a mapper process according to the default 64M data block principle.Example: For example, Data.log has 20M, will start a mapper process, Data
); } }}Datasort class PackageCom.cn.sort;Importorg.apache.hadoop.conf.Configuration;ImportOrg.apache.hadoop.fs.Path;Importorg.apache.hadoop.io.IntWritable;ImportOrg.apache.hadoop.mapreduce.Job;ImportOrg.apache.hadoop.mapreduce.lib.input.FileInputFormat;ImportOrg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;ImportOrg.apache.hadoop.util.GenericOptionsParser;/*** Data Sorting *@authorRoot **/ Public classDatasort { Public Static voidMain (string[] args)throwsException {Configuration conf=
. Client:retrying Connect to server:hadoop-05/192.168.0.7:8032. Already tried 6 time (s); Retry policy is Retryuptomaximumcountwithfixedsleep (maxretries=10, sleeptime=1000 MILLISECONDS)
ResourceManager not connected. Check that the Yarn-site.xml are all configured.
However, the discovery port number is inconsistent with the default port number, so modify the
The configuration file changes to the following:
Rerun, the same error still occurs, and the explicitly specified job.tracker in the code
)); } } } }}Singletontablejoin class PackageCom.cn.singletonTableJoin;Importorg.apache.hadoop.conf.Configuration;ImportOrg.apache.hadoop.fs.Path;ImportOrg.apache.hadoop.io.Text;ImportOrg.apache.hadoop.mapreduce.Job;ImportOrg.apache.hadoop.mapreduce.lib.input.FileInputFormat;ImportOrg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;ImportOrg.apache.hadoop.util.GenericOptionsParser;/*** Single-Table Association *@authorRoot **/ Public classSingletontablejoin { Public Stati
); //setting the input and output path of a fileFileinputformat.addinputpath (Job,NewPath (otherargs[0])); Fileoutputformat.setoutputpath (Job,NewPath (otherargs[1])); //set up mapper and reduce processing classesJob.setmapperclass (Averagemapper.class); Job.setreducerclass (averagereduce.class); //Setting the output key-value data typeJob.setoutputkeyclass (Text.class); Job.setoutputvalueclass (intwritable.class); //submit the job and wait for it to completeSystem.exit (Job.waitforcompletion (t
new application named wordcount will be created.3. Configure the running parameters, click arguments, and enter "the Input Folder you want to pass to the program and the folder you want the program to save the computing result" in program arguments, for example: Java code
HDFS:// Localhost: 9000/user/panhuizhi/input01 HDFS: // localhost: 9000/user/panh
mapreduce;? Import Java.io.ioexception;import java.util.HashSet;? Import Org.apache.hadoop.io.intwritable;import Org.apache.hadoop.io.text;import Org.apache.hadoop.mapreduce.Reducer;? public class Mrreducer extends Reducer4.MapReduce Execution WordCount Process Understandinginput: Read data from HDFs by defaultPath Inpath = new Path (args[0]); Fileinputformat.setinputpaths (Job,inpath);Converts each row of
Recently, I have been learning the course Web Intelligence and big data on Coursera. Last Friday, an Indian teacher assigned a homework assignment asking me to write a mapreduce program and use python for implementation.
The detailed description is as follows:
Programming assignment for hw3
Homework 3 (programming assignment)
Download data files bundled as A. ZI
Original posts: http://www.infoq.com/cn/articles/MapReduce-Best-Practice-1
Mapruduce development is a bit more complicated for most programmers, running a wordcount (Hello Word program in Hadoop) not only to familiarize yourself with the Mapruduce model, but also to understand the Linux commands (although there are Cygwin, But it's still a hassle to run mapru
Create a bin directory that holds the. class results generated by compiling the. java file and compiling it!Compile the results!Packaging Operations!Packing RESULTS!Verify that the package generated jar package is working correctly and that the validation is successful!!!!!!!!!!!!The result is correct!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!Write the MapReduce
. Job:map 0% Reduce 0%
Enter the management interface (HTTP://HADOOP:8088/CLUSTER/APPS) of HDFs to see how the program works:26.2 MapReduce UseMapReduce is a distributed computing programming framework in Hadoop that, as long as it is programmed, only needs to write
BenCodeFunction: Get the datanode name and write it to the file in the HDFS file system.HDFS: // copyoftest. C.
And count filesHDFS: // wordcount count in copyoftest. C,Unlike hadoop's examples, which reads files from the local file system.
Package Com. fora; Import Java. Io. ioexception; Import Java. util. stringtokenizer; Import Org. Apache. hadoop. conf. configuration; Import Org. Apache.
Preface
A few weeks ago, when I first heard about the first two things about Hadoop and MapReduce, I was slightly excited to think they were mysterious, and the mysteries often brought interest to me, and after reading about their articles or papers, I felt that Hadoop was a fun and challenging technology. , and it also involved a topic I was more interested i
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It took an entire afternoon (more than six hours) to sort out the summary, which is also a deep understanding of this aspect. You can look back later.
After installing Hadoop, run a WourdCount program to test whether Hadoop is successfully installed. Create a folder using commands on the terminal, write a line to each
Hadoop is getting increasingly popular, and hadoop has a core thing, that is, mapreduce. It plays an important role in hadoop parallel computing and is also used for program development under hadoop, to learn more, let's take a lo
Problems with the original Hadoop MapReduce frameworkThe MapReduce framework diagram of the original HadoopThe process and design ideas of the original MapReduce program can be clearly seen:
First the user program (Jobcli
The first 2 blog test of Hadoop code when the use of this jar, then it is necessary to analyze the source code.
It is necessary to write a wordcount before analyzing the source code as follows
Package mytest;
Import java.io.IOException;
Import Java.util.StringTokenizer;
Import org.apache.hadoop.conf.Configuration;
Import Org.apache.hadoop.fs.Path;
Import org.apache.hadoop.io.IntWritable;
Import Org.apache
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