[hxsyl@CentOSMaster hadoop-2.6.4]$ mahout
MAHOUT_LOCAL is not set; adding HADOOP_CONF_DIR to classpath.
Running on hadoop, using HADOOP_HOME=/home/hxsyl/Spark_Relvant/hadoop-2.6.4
HADOOP_CONF_DIR=/home/hxsyl/Spark_Relvant/hadoop-2.6.4/etc/hadoop
MAHOUT-JOB: /home/hxsyl/Spark_Relvant/mahout-distribution-0.6/mahout-examples-0.6-job.jar
An example program must be given as the first argument.
Valid program names are:
arff.vector: : Generate Vectors from an ARFF file or directory
baumwelch: : Baum-Welch algorithm for unsupervised HMM training
canopy: : Canopy clustering
cat: : Print a file or resource as the logistic regression models would see it
cleansvd: : Cleanup and verification of SVD output
clusterdump: : Dump cluster output to text
clusterpp: : Groups Clustering Output In Clusters
cmdump: : Dump confusion matrix in HTML or text formats
cvb: : LDA via Collapsed Variation Bayes (0th deriv. approx)
cvb0_local: : LDA via Collapsed Variation Bayes, in memory locally.
dirichlet: : Dirichlet Clustering
eigencuts: : Eigencuts spectral clustering
evaluateFactorization: : compute RMSE and MAE of a rating matrix factorization against probes
fkmeans: : Fuzzy K-means clustering
fpg: : Frequent Pattern Growth
hmmpredict: : Generate random sequence of observations by given HMM
itemsimilarity: : Compute the item-item-similarities for item-based collaborative filtering
kmeans: : K-means clustering
lda: : Latent Dirchlet Allocation
ldatopics: : LDA Print Topics
lucene.vector: : Generate Vectors from a Lucene index
matrixdump: : Dump matrix in CSV format
matrixmult: : Take the product of two matrices
meanshift: : Mean Shift clustering
minhash: : Run Minhash clustering
pagerank: : compute the PageRank of a graph
parallelALS: : ALS-WR factorization of a rating matrix
prepare20newsgroups: : Reformat 20 newsgroups data
randomwalkwithrestart: : compute all other vertices' proximity to a source vertex in a graph
recommendfactorized: : Compute recommendations using the factorization of a rating matrix
recommenditembased: : Compute recommendations using item-based collaborative filtering
regexconverter: : Convert text files on a per line basis based on regular expressions
rowid: : Map SequenceFile<Text,VectorWritable> to {SequenceFile<IntWritable,VectorWritable>, SequenceFile<IntWritable,Text>}
rowsimilarity: : Compute the pairwise similarities of the rows of a matrix
runAdaptiveLogistic: : Score new production data using a probably trained and validated AdaptivelogisticRegression model
runlogistic: : Run a logistic regression model against CSV data
seq2encoded: : Encoded Sparse Vector generation from Text sequence files
seq2sparse: : Sparse Vector generation from Text sequence files
seqdirectory: : Generate sequence files (of Text) from a directory
seqdumper: : Generic Sequence File dumper
seqwiki: : Wikipedia xml dump to sequence file
spectralkmeans: : Spectral k-means clustering
split: : Split Input data into test and train sets
splitDataset: : split a rating dataset into training and probe parts
ssvd: : Stochastic SVD
svd: : Lanczos Singular Value Decomposition
testclassifier: : Test the text based Bayes Classifier
testnb: : Test the Vector-based Bayes classifier
trainAdaptiveLogistic: : Train an AdaptivelogisticRegression model
trainclassifier: : Train the text based Bayes Classifier
trainlogistic: : Train a logistic regression using stochastic gradient descent
trainnb: : Train the Vector-based Bayes classifier
transpose: : Take the transpose of a matrix
validateAdaptiveLogistic: : Validate an AdaptivelogisticRegression model against hold-out data set
vecdist: : Compute the distances between a set of Vectors (or Cluster or Canopy, they must fit in memory) and a list of Vectors
vectordump: : Dump vectors from a sequence file to text
viterbi: : Viterbi decoding of hidden states from given output states sequence
wikipediaDataSetCreator: : Splits data set of wikipedia wrt feature like country
wikipediaXMLSplitter: : Reads wikipedia data and creates ch
刚开始以为这样是错误的,后来发现这样是对的,不设置的MAHOUT_LOCAL的话在hadoop运行,否则单机运行。
值得注意的是修改/etc/profile的时候必须在root下,在hxsyl下几遍wq!也不行,在root下source以后,mahout提示类似上面的信息(用户不一样),然后切换到hxsyl下一直提示没有设置HADOOP_CONF_DIR,我明明设置了,然后我在hxsyl下source就好了。
作者:火星十一郎
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