Another guess i have is that perhaps you used relative paths when specifying temp dir? Try to use absoute paths. On Sep 1, 2012 10:09 AM, "Pat Ferrel" <[email protected]> wrote:
> Yes, I understand why #2 failed. I guess I'm asking how to get this to > succeed. Without a way to run SSVD single threaded it's hard to debug my > surrounding code. > > I am gathering a larger crawl, maybe that will work. > > On Sep 1, 2012, at 8:39 AM, Ted Dunning <[email protected]> wrote: > > Regardless of confusion between k and p (I was confused as well) you still > can't set the sum to more than the minimum size of your data. Here you > have set it larger. And it breaks. > > On Sat, Sep 1, 2012 at 11:09 AM, Pat Ferrel <[email protected]> wrote: > > > Oh, sorry, below I meant to say k (the number to reduce to) not p. > > > > In both cases p = 1, the first case k = 20, the second case k =100 > > > > Also the first error does seem to be running with local hadoop. The error > > is from looking for a temp file that does exist in the file system, but > not > > in the hadoop tmp based files. > > > > > > On Sep 1, 2012, at 7:53 AM, Ted Dunning <[email protected]> wrote: > > > > With 57 crawled docs, you can't reasonably set p > 57. That is your > second > > error. > > > > On Sat, Sep 1, 2012 at 10:32 AM, Pat Ferrel <[email protected]> > wrote: > > > >> I have a small data set that I am using in local mode for debugging > >> purposes. The data is 57 crawled docs with something like 2200 terms. I > > run > >> this through seq2sparse, then my own cloned version of rowid to get a > >> distributed row matrix, then into SSVD. I realize this is not a > > production > >> environment, but you need to debug somewhere and single threaded > > execution > >> is ideal for debugging. As I said this works in hadoop clustered mode. > >> > >> The error looks like some code is expecting hdfs to be running, no? Here > >> is the exception stack from the ide with p = 20: > >> > >> 12/09/01 07:22:55 WARN mapred.LocalJobRunner: job_local_0002 > >> java.io.FileNotFoundException: File > >> > > > /tmp/hadoop-pat/mapred/local/archive/6590995089539988730_1587570556_37122331/file/Users/pat/Projects/big-data/b/ssvd/Q-job/R-m-00000 > >> does not exist. > >> at > >> > > > org.apache.hadoop.fs.RawLocalFileSystem.getFileStatus(RawLocalFileSystem.java:371) > >> at > >> > > > org.apache.hadoop.fs.FilterFileSystem.getFileStatus(FilterFileSystem.java:245) > >> at > >> > > > org.apache.mahout.common.iterator.sequencefile.SequenceFileDirValueIterator.<init>(SequenceFileDirValueIterator.java:92) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.BtJob$BtMapper.setup(BtJob.java:219) > >> at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:142) > >> at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:764) > >> at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370) > >> at > >> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:212) > >> Exception in thread "main" java.io.IOException: Bt job unsuccessful. > >> at > >> org.apache.mahout.math.hadoop.stochasticsvd.BtJob.run(BtJob.java:609) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.SSVDSolver.run(SSVDSolver.java:397) > >> at > >> > > > com.finderbots.analysis.AnalysisPipeline.SSVDTransformAndBack(AnalysisPipeline.java:257) > >> at com.finderbots.analysis.AnalysisJob.run(AnalysisJob.java:20) > >> at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:65) > >> at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:79) > >> Disconnected from the target VM, address: '127.0.0.1:54588', transport: > >> 'socket' > >> at com.finderbots.analysis.AnalysisJob.main(AnalysisJob.java:34) > >> > >> Process finished with exit code 1 > >> > >> With p=100-200 I get the following: > >> > >> 12/09/01 07:30:33 ERROR common.IOUtils: new m can't be less than n > >> java.lang.IllegalArgumentException: new m can't be less than n > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.GivensThinSolver.adjust(GivensThinSolver.java:109) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.QRFirstStep.cleanup(QRFirstStep.java:233) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.QRFirstStep.close(QRFirstStep.java:89) > >> at org.apache.mahout.common.IOUtils.close(IOUtils.java:128) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.QJob$QMapper.cleanup(QJob.java:158) > >> at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:146) > >> at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:764) > >> at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370) > >> at > >> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:212) > >> 12/09/01 07:30:33 WARN mapred.LocalJobRunner: job_local_0001 > >> java.lang.IllegalArgumentException: new m can't be less than n > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.GivensThinSolver.adjust(GivensThinSolver.java:109) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.QRFirstStep.cleanup(QRFirstStep.java:233) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.qr.QRFirstStep.close(QRFirstStep.java:89) > >> at org.apache.mahout.common.IOUtils.close(IOUtils.java:128) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.QJob$QMapper.cleanup(QJob.java:158) > >> at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:146) > >> at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:764) > >> at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370) > >> at > >> org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:212) > >> Exception in thread "main" java.io.IOException: Q job unsuccessful. > >> at > >> org.apache.mahout.math.hadoop.stochasticsvd.QJob.run(QJob.java:230) > >> at > >> > > > org.apache.mahout.math.hadoop.stochasticsvd.SSVDSolver.run(SSVDSolver.java:376) > >> at > >> > > > com.finderbots.analysis.AnalysisPipeline.SSVDTransformAndBack(AnalysisPipeline.java:257) > >> at com.finderbots.analysis.AnalysisJob.run(AnalysisJob.java:20) > >> at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:65) > >> at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:79) > >> at com.finderbots.analysis.AnalysisJob.main(AnalysisJob.java:34) > >> Disconnected from the target VM, address: '127.0.0.1:54614', transport: > >> 'socket' > >> > >> Process finished with exit code 1 > >> > >> > >> > >> > >> On Aug 31, 2012, at 4:21 PM, Dmitriy Lyubimov <[email protected]> > wrote: > >> > >> Perhaps if you give more info about the stack etc. i might get a > >> better idea though > >> > >> On Fri, Aug 31, 2012 at 4:19 PM, Dmitriy Lyubimov <[email protected]> > >> wrote: > >>> I am not sure, i haven't used it that way. > >>> > >>> I know it works fully distributed AND when embedded with local job > >>> tracker (e.g. its tests are basically MR jobs with "local" job > >>> tracker) which probably is not the same as Mahout local mode. "local" > >>> job tracker is not good for much though: thus it doesn't use even > >>> multicore parallelism as it doesn't support multiple reducers, so this > >>> code is kind of for a real cluster really, pragmatically. There's also > >>> Ted's implementation of non-distributed SSVD in Mahout which does not > >>> require Hadoop dependencies but it is a different api with no PCA > >>> option (not sure about power iterations). > >>> > >>> I am not sure why this very particular error appears in your setup. > >>> > >>> On Fri, Aug 31, 2012 at 3:02 PM, Pat Ferrel <[email protected]> > >> wrote: > >>>> Running on the local file system inside IDEA with MAHOUT_LOCAL set and > >> performing an SSVD I get the error below. Notice that R-m-00000 exists > in > >> the local file system and running it outside the debugger in > > pseudo-cluster > >> mode with HDFS works. Does SSVD work in local mode? > >>>> > >>>> java.io.FileNotFoundException: File > >> > > > /tmp/hadoop-pat/mapred/local/archive/5543644668644532045_1587570556_2120541978/file/Users/pat/Projects/big-data/b/ssvd/Q-job/R-m-00000 > >> does not exist. > >>>> > >>>> Maclaurin:big-data pat$ ls -al b/ssvd/Q-job/ > >>>> total 72 > >>>> drwxr-xr-x 10 pat staff 340 Aug 31 13:35 . > >>>> drwxr-xr-x 4 pat staff 136 Aug 31 13:35 .. > >>>> -rw-r--r-- 1 pat staff 80 Aug 31 13:35 .QHat-m-00000.crc > >>>> -rw-r--r-- 1 pat staff 28 Aug 31 13:35 .R-m-00000.crc > >>>> -rw-r--r-- 1 pat staff 8 Aug 31 13:35 ._SUCCESS.crc > >>>> -rw-r--r-- 1 pat staff 12 Aug 31 13:35 .part-m-00000.deflate.crc > >>>> -rwxrwxrwx 1 pat staff 9154 Aug 31 13:35 QHat-m-00000 > >>>> -rwxrwxrwx 1 pat staff 2061 Aug 31 13:35 R-m-00000 > >>>> -rwxrwxrwx 1 pat staff 0 Aug 31 13:35 _SUCCESS > >>>> -rwxrwxrwx 1 pat staff 8 Aug 31 13:35 part-m-00000.deflate > >>>> > >> > >> > > > > > >
