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From "Divya" <di...@k2associates.com.sg>
Subject RE: error in itemsimilarity
Date Fri, 26 Nov 2010 08:25:00 GMT
Hi,

But in  java doc of ItemSimilarityJob its written that
"Dmapred.input.dir=(path): Directory containing one or more text files with
the preference data"
So I assumed that it may take text files also.

Is there any way by which we can compute similarity between documents.
I explored Mahout but couldn't find anything.


Thanks
Regards,
Divya 

-----Original Message-----
From: Sebastian Schelter [mailto:ssc.open@googlemail.com] 
Sent: Friday, November 26, 2010 3:54 PM
To: user@mahout.apache.org
Subject: Re: error in itemsimilarity

ItemSimilarityJob can not be used to compute the similarity between text
documents. It's thought to be used for Collaborative Filtering as
described here:
https://cwiki.apache.org/confluence/display/MAHOUT/Itembased+Collaborative+F
iltering

Am 26.11.2010 08:50, schrieb Divya:
> Hi,
> 
> I am getting following exception when I try to run itemsimilarity from CL.
> 
> My input data is a text file which just has one line of text
> 
> Can any one please help me in resolving the error.
> 
>  
> 
>  
> 
> $ bin/mahout itemsimilarity -i  D:/MahoutResult/ItemSimilarity/Input_Data
-o
> D:/MahoutResult/ItemSimilarity/Output -s DistributedUncen
> 
> teredCosineVectorSimilarity.class
> 
> Running on hadoop, using HADOOP_HOME=C:\cygwin\home\Divya\hadoop-0.20.2
> 
> HADOOP_CONF_DIR=C:\cygwin\home\Divya\hadoop-0.20.2\conf
> 
> 10/11/26 15:43:50 INFO common.AbstractJob: Command line arguments:
> {--booleanData=false, --endPhase=2147483647, --input=D:/MahoutResult
> 
> /ItemSimilarity/Input_Data, --maxCooccurrencesPerItem=100,
> --maxSimilaritiesPerItem=100,
--output=D:/MahoutResult/ItemSimilarity/Output
> 
> , --similarityClassname=DistributedUncenteredCosineVectorSimilarity.class,
> --startPhase=0, --tempDir=temp}
> 
> 10/11/26 15:43:51 INFO jvm.JvmMetrics: Initializing JVM Metrics with
> processName=JobTracker, sessionId=
> 
> 10/11/26 15:43:52 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:53 INFO mapred.JobClient: Running job: job_local_0001
> 
> 10/11/26 15:43:53 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:53 INFO mapred.MapTask: io.sort.mb = 100
> 
> 10/11/26 15:43:53 INFO mapred.MapTask: data buffer = 79691776/99614720
> 
> 10/11/26 15:43:53 INFO mapred.MapTask: record buffer = 262144/327680
> 
> 10/11/26 15:43:53 WARN mapred.LocalJobRunner: job_local_0001
> 
> java.lang.ArrayIndexOutOfBoundsException: 1
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.item.ItemIDIndexMapper.map(ItemIDIndexMapp
> er.java:47)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.item.ItemIDIndexMapper.map(ItemIDIndexMapp
> er.java:31)
> 
>         at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:144)
> 
>         at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:621)
> 
>         at org.apache.hadoop.mapred.MapTask.run(MapTask.java:305)
> 
>         at
> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:177)
> 
> 10/11/26 15:43:54 INFO mapred.JobClient:  map 0% reduce 0%
> 
> 10/11/26 15:43:54 INFO mapred.JobClient: Job complete: job_local_0001
> 
> 10/11/26 15:43:54 INFO mapred.JobClient: Counters: 0
> 
> 10/11/26 15:43:54 INFO jvm.JvmMetrics: Cannot initialize JVM Metrics with
> processName=JobTracker, sessionId= - already initialized
> 
> 10/11/26 15:43:55 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:55 INFO mapred.JobClient: Running job: job_local_0002
> 
> 10/11/26 15:43:55 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:56 INFO mapred.MapTask: io.sort.mb = 100
> 
> 10/11/26 15:43:56 INFO mapred.MapTask: data buffer = 79691776/99614720
> 
> 10/11/26 15:43:56 INFO mapred.MapTask: record buffer = 262144/327680
> 
> 10/11/26 15:43:56 WARN mapred.LocalJobRunner: job_local_0002
> 
> java.lang.NumberFormatException: For input string: "For a young person who
> is years and above and below  years he may be employed in an
> 
>  industrial undertaking His employer however is required to notify "
> 
>         at
>
java.lang.NumberFormatException.forInputString(NumberFormatException.java:48
> )
> 
>         at java.lang.Long.parseLong(Long.java:410)
> 
>         at java.lang.Long.parseLong(Long.java:468)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.similarity.item.CountUsersMapper.map(Count
> UsersMapper.java:40)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.similarity.item.CountUsersMapper.map(Count
> UsersMapper.java:31)
> 
>         at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:144)
> 
>         at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:621)
> 
>         at org.apache.hadoop.mapred.MapTask.run(MapTask.java:305)
> 
>         at
> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:177)
> 
> 10/11/26 15:43:56 INFO mapred.JobClient:  map 0% reduce 0%
> 
> 10/11/26 15:43:56 INFO mapred.JobClient: Job complete: job_local_0002
> 
> 10/11/26 15:43:56 INFO mapred.JobClient: Counters: 0
> 
> 10/11/26 15:43:56 INFO jvm.JvmMetrics: Cannot initialize JVM Metrics with
> processName=JobTracker, sessionId= - already initialized
> 
> 10/11/26 15:43:57 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:57 INFO mapred.JobClient: Running job: job_local_0003
> 
> 10/11/26 15:43:57 INFO input.FileInputFormat: Total input paths to process
:
> 2
> 
> 10/11/26 15:43:57 INFO mapred.MapTask: io.sort.mb = 100
> 
> 10/11/26 15:43:57 INFO mapred.MapTask: data buffer = 79691776/99614720
> 
> 10/11/26 15:43:57 INFO mapred.MapTask: record buffer = 262144/327680
> 
> 10/11/26 15:43:58 WARN mapred.LocalJobRunner: job_local_0003
> 
> java.lang.NumberFormatException: For input string: "For a young person who
> is years and above and below  years he may be employed in an
> 
>  industrial undertaking His employer however is required to notify "
> 
>         at
>
java.lang.NumberFormatException.forInputString(NumberFormatException.java:48
> )
> 
>         at java.lang.Long.parseLong(Long.java:410)
> 
>         at java.lang.Long.parseLong(Long.java:468)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.ToEntityPrefsMapper.map(ToEntityPrefsMappe
> r.java:57)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.ToEntityPrefsMapper.map(ToEntityPrefsMappe
> r.java:30)
> 
>         at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:144)
> 
>         at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:621)
> 
>         at org.apache.hadoop.mapred.MapTask.run(MapTask.java:305)
> 
>         at
> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:177)
> 
> 10/11/26 15:43:58 INFO mapred.JobClient:  map 0% reduce 0%
> 
> 10/11/26 15:43:58 INFO mapred.JobClient: Job complete: job_local_0003
> 
> 10/11/26 15:43:58 INFO mapred.JobClient: Counters: 0
> 
> 10/11/26 15:43:58 INFO jvm.JvmMetrics: Cannot initialize JVM Metrics with
> processName=JobTracker, sessionId= - already initialized
> 
> 10/11/26 15:43:59 INFO input.FileInputFormat: Total input paths to process
:
> 0
> 
> 10/11/26 15:43:59 INFO mapred.LocalJobRunner:
> 
> 10/11/26 15:43:59 INFO mapred.JobClient: Running job: job_local_0004
> 
> 10/11/26 15:43:59 INFO input.FileInputFormat: Total input paths to process
:
> 0
> 
> 10/11/26 15:43:59 WARN mapred.LocalJobRunner: job_local_0004
> 
> java.lang.IndexOutOfBoundsException: Index: 0, Size: 0
> 
>         at java.util.ArrayList.RangeCheck(ArrayList.java:547)
> 
>         at java.util.ArrayList.get(ArrayList.java:322)
> 
>         at
> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:124)
> 
> 10/11/26 15:44:00 INFO mapred.JobClient:  map 0% reduce 0%
> 
> 10/11/26 15:44:00 INFO mapred.JobClient: Job complete: job_local_0004
> 
> 10/11/26 15:44:00 INFO mapred.JobClient: Counters: 0
> 
> Exception in thread "main" java.lang.ArrayIndexOutOfBoundsException: 0
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.TasteHadoopUtils.readIntFromFile(TasteHado
> opUtils.java:103)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.similarity.item.ItemSimilarityJob.run(Item
> SimilarityJob.java:187)
> 
>         at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:65)
> 
>         at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:79)
> 
>         at
>
org.apache.mahout.cf.taste.hadoop.similarity.item.ItemSimilarityJob.main(Ite
> mSimilarityJob.java:92)
> 
>         at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
> 
>         at
>
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39
> )
> 
>         at
>
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl
> .java:25)
> 
>         at java.lang.reflect.Method.invoke(Method.java:597)
> 
>         at
>
org.apache.hadoop.util.ProgramDriver$ProgramDescription.invoke(ProgramDriver
> .java:68)
> 
>         at
> org.apache.hadoop.util.ProgramDriver.driver(ProgramDriver.java:139)
> 
>         at
org.apache.mahout.driver.MahoutDriver.main(MahoutDriver.java:184)
> 
>         at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
> 
>         at
>
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39
> )
> 
>         at
>
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl
> .java:25)
> 
>         at java.lang.reflect.Method.invoke(Method.java:597)
> 
>         at org.apache.hadoop.util.RunJar.main(RunJar.java:156)
> 
>  
> 
>  
> 
> Thanks
> 
> Regards,
> 
> Divya 
> 
> 



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