Hi Nicolas, I have not used any generator because I used the same dastaset with others learners and worked well. Link to the dataset (107,000 instances) used in the last tests: https://drive.google.com/file/d/0B7RJhBUAodeSSDFnYmtWLUZIcXc/view?usp=sharing
Thanks, Eduardo. 2016-09-15 4:31 GMT-03:00 Nicolas Kourtellis <[email protected]>: > Hi Eduardo, > > Thank you very much for your tests and sharing the results. > > These help a lot to understand where the problem may be, especially the > last one. > > Can you also try using one of the random generators we have in the package? > > Just to exclude the possibility there is something wrong with the csv file > you are reading, > and to be able to reproduce the problem easily. > > (Also, if you can share the arff file you are using, that could also help). > > Thanks again for your time! > > Nicolas > > > On Thu, Sep 15, 2016 at 5:06 AM, Eduardo Costa <[email protected]> > wrote: > > > Hi Nicolas! > > > > One more test: now, only SAMOA, without STORM: > > > > 4) Dataset with 107000 instances, 30 attributes and > > "classifiers.ensemble.AdaptiveBagging -s 2" > > > > command: > > > > bin/samoa local target/SAMOA-Local-0.4.0-incubating-SNAPSHOT.jar > > "PrequentialEvaluation -i -1 -f 1000 -d > > /tmp/cenao11-2classes-ordenado-trat_entdv-sem-label-puro.csv > > -l (classifiers.ensemble.AdaptiveBagging -s 1) -s > > (org.apache.samoa.streams.ArffFileStream -s HDFSFileStreamSource -f > > /cenario11-2classes-ordenado-trat_entdv-sem-label-puro.csv.arff)" > > > > Output: > > > > 2016-09-13 23:16:30,840 [main] INFO > > org.apache.samoa.evaluation.EvaluatorProcessor > > (EvaluatorProcessor.java:83) - 59 seconds for 1000 instances > > 2016-09-13 23:16:30,841 [main] INFO > > org.apache.samoa.evaluation.EvaluatorProcessor > > (EvaluatorProcessor.java:169) - evaluation instances = 54,000 > > classified instances = 54,000 > > classifications correct (percent) = 99.998 > > Kappa Statistic (percent) = 0 > > Kappa Temporal Statistic (percent) = 50 > > Exception in thread "main" java.lang.NullPointerException > > at org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor.process(ModelAggregatorProcessor.java:141) > > at org.apache.samoa.topology.impl.SimpleProcessingItem. > > processEvent(SimpleProcessingItem.java:84) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:72) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:61) > > at org.apache.samoa.learners.classifiers.trees. > > FilterProcessor.process(FilterProcessor.java:87) > > at org.apache.samoa.topology.impl.SimpleProcessingItem. > > processEvent(SimpleProcessingItem.java:84) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:72) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:61) > > at org.apache.samoa.learners.classifiers.ensemble. > > BaggingDistributorProcessor.process(BaggingDistributorProcessor.java:82) > > at org.apache.samoa.topology.impl.SimpleProcessingItem. > > processEvent(SimpleProcessingItem.java:84) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:72) > > at org.apache.samoa.topology.impl.SimpleStream.put( > > SimpleStream.java:61) > > at org.apache.samoa.topology.LocalEntranceProcessingItem. > > injectNextEvent(LocalEntranceProcessingItem.java:45) > > at org.apache.samoa.topology.LocalEntranceProcessingItem. > > startSendingEvents(LocalEntranceProcessingItem.java:63) > > at org.apache.samoa.topology.impl.SimpleTopology.run( > > SimpleTopology.java:44) > > at org.apache.samoa.topology.impl.SimpleEngine. > > submitTopology(SimpleEngine.java:33) > > at org.apache.samoa.LocalDoTask.main(LocalDoTask.java:88) > > > > Sorry, but I forgot to get the system status :-) > > > > > > Thanks, > > > > Eduardo. > > > > > > 2016-09-13 22:47 GMT-03:00 Eduardo Costa <[email protected]>: > > > > > Hi Nicolas, > > > > > > I did the fllowing tests so far: > > > > > > 1) Dataset with 1309000 instances, 30 attributes and > > > "classifiers.ensemble.Bagging -s 2" > > > > > > command: > > > > > > bin/samoa storm target/SAMOA-Storm-0.4.0-incubating-SNAPSHOT.jar > > > "PrequentialEvaluation -i -1 -f 1000 -d /tmp/cenario10-2classes-ordena > > > do-trat_entdv-sem-label-puro.csv -l (classifiers.ensemble.Bagging -s > 2) > > > -s (org.apache.samoa.streams.ArffFileStream -s HDFSFileStreamSource -f > > > /cenario10-2classes-ordenado-trat_entdv-sem-label-puro.csv.arff)" > > > > > > > > > status before classification: > > > > > > Tasks: 139 total, 1 running, 138 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 0.5 us, 0.1 sy, 0.0 ni, 99.4 id, 0.0 wa, 0.0 hi, 0.0 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 2327304 used, 28624100 free, 90060 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 1211872 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > 3947 root 20 0 2770m 236m 18m S 1.0 0.8 0:16.06 java > > > > > > 2852 root 20 0 199m 41m 6848 S 0.3 0.1 0:05.99 Xorg > > > > > > 3792 root 20 0 2569m 202m 18m S 0.3 0.7 0:04.81 java > > > > > > 1 root 20 0 10648 824 688 S 0.0 0.0 0:00.72 init > > > > > > status during classification (success): > > > > > > Tasks: 142 total, 1 running, 141 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 75.1 us, 23.4 sy, 0.0 ni, 1.3 id, 0.0 wa, 0.0 hi, 0.3 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 10100004 used, 20851400 free, 90768 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 1873500 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > 4713 root 20 0 9467m 6.7g 15m S 391.1 22.8 4:14.95 java > > > > > > 3462 root 20 0 305m 18m 11m S 1.3 0.1 0:04.70 > > > gnome-terminal > > > 3947 root 20 0 2770m 236m 18m S 1.3 0.8 0:18.42 java > > > > > > 19 root 20 0 0 0 0 S 0.3 0.0 0:00.11 > ksoftirqd/3 > > > > > > output: > > > > > > 1309000.0,1309000.0,93.50015278838808,0.0,-249.044141778799 > > > > > > 196069 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > INFO > > > org.apache.samoa.evaluation.EvaluatorProcessor - total evaluation > time: > > > 145 seconds for 1309791 instances > > > 230680 [main] INFO backtype.storm.daemon.nimbus - Delaying event > :remove > > > for 30 secs for Prequential_20160913213245-1-1473813184 > > > > > > 2) Dataset with 107000 instances, 30 attributes and > > > "classifiers.ensemble.AdaptiveBagging -s 1" > > > > > > command: > > > > > > bin/samoa storm target/SAMOA-Storm-0.4.0-incubating-SNAPSHOT.jar > > > "PrequentialEvaluation -i -1 -f 1000 -d /tmp/cenao11-2classes- > > ordenado-trat_entdv-sem-label-puro.csv > > > -l (classifiers.ensemble.AdaptiveBagging -s 1) -s > > > (org.apache.samoa.streams.ArffFileStream -s HDFSFileStreamSource -f > > > /cenario11-2classes-ordenado-trat_entdv-sem-label-puro.csv.arff)" > > > > > > status before classification: > > > > > > Tasks: 140 total, 1 running, 139 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 0.4 us, 0.1 sy, 0.0 ni, 99.5 id, 0.0 wa, 0.0 hi, 0.0 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 3150588 used, 27800816 free, 92904 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 1981304 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > 3947 root 20 0 2770m 248m 18m S 2.3 0.8 0:26.20 java > > > > > > 3630 root 20 0 2616m 265m 18m S 0.3 0.9 0:11.40 java > > > > > > 1 root 20 0 10648 824 688 S 0.0 0.0 0:00.73 init > > > > > > 2 root 20 0 0 0 0 S 0.0 0.0 0:00.00 kthreadd > > > > > > > > > status during classification (fail): > > > > > > Tasks: 145 total, 1 running, 144 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 74.1 us, 24.2 sy, 0.0 ni, 1.1 id, 0.0 wa, 0.0 hi, 0.7 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 5737076 used, 25214328 free, 103376 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 3154772 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > > > > 6601 root 20 0 9473m 1.2g 15m S 385.9 4.1 0:37.38 java > > > > > > > > > 2852 root 20 0 200m 41m 6892 S 3.7 0.1 0:26.38 Xorg > > > > > > > > > 3462 root 20 0 306m 18m 11m S 3.0 0.1 0:15.39 > > > gnome-terminal > > > > > > 3947 root 20 0 2775m 254m 18m S 1.0 0.8 0:53.04 java > > > > > > > > > 19 root 20 0 0 0 0 S 0.3 0.0 0:00.72 > ksoftirqd/3 > > > > > > > > > > > > output: > > > > > > 15421 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > INFO > > > org.apache.samoa.evaluation.EvaluatorProcessor - 0 seconds for 1000 > > > instances > > > 15422 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_1] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 15422 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > INFO > > > org.apache.samoa.evaluation.EvaluatorProcessor - evaluation > instances = > > > 92,000 > > > classified instances = 92,000 > > > classifications correct (percent) = 98.609 > > > Kappa Statistic (percent) = 16.772 > > > Kappa Temporal Statistic (percent) = 22.892 > > > 15422 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_1] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 15426 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_1] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > > > > > > > > > > > > > 3) Dataset with 107000 instances, 30 attributes and > > > "classifiers.ensemble.AdaptiveBagging -s 2" > > > > > > command: > > > > > > bin/samoa storm target/SAMOA-Storm-0.4.0-incubating-SNAPSHOT.jar > > > "PrequentialEvaluation -i -1 -f 1000 -d /tmp/cenao11-2classes- > > ordenado-trat_entdv-sem-label-puro.csv > > > -l (classifiers.ensemble.AdaptiveBagging -s 2) -s > > > (org.apache.samoa.streams.ArffFileStream -s HDFSFileStreamSource -f > > > /cenario11-2classes-ordenado-trat_entdv-sem-label-puro.csv.arff)" > > > > > > status before classification: > > > > > > Tasks: 140 total, 1 running, 139 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 0.4 us, 0.1 sy, 0.0 ni, 99.5 id, 0.0 wa, 0.0 hi, 0.0 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 3150588 used, 27800816 free, 92904 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 1981304 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > 3947 root 20 0 2770m 248m 18m S 2.3 0.8 0:26.20 java > > > > > > 3630 root 20 0 2616m 265m 18m S 0.3 0.9 0:11.40 java > > > > > > 1 root 20 0 10648 824 688 S 0.0 0.0 0:00.73 init > > > > > > 2 root 20 0 0 0 0 S 0.0 0.0 0:00.00 kthreadd > > > > > > > > > > > > > > > status during classification (fail): > > > > > > Tasks: 142 total, 1 running, 141 sleeping, 0 stopped, 0 zombie > > > %Cpu(s): 78.1 us, 20.4 sy, 0.0 ni, 1.2 id, 0.0 wa, 0.0 hi, 0.3 si, > > > 0.0 st > > > KiB Mem: 30951404 total, 5056400 used, 25895004 free, 94752 > buffers > > > KiB Swap: 901116 total, 0 used, 901116 free, 2189600 cached > > > > > > PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND > > > > > > > > > 5641 root 20 0 9494m 1.6g 15m S 391.3 5.5 0:41.70 java > > > > > > > > > 3462 root 20 0 305m 18m 11m S 2.0 0.1 0:09.75 > > > gnome-terminal > > > > > > 3947 root 20 0 2770m 248m 18m S 1.0 0.8 0:30.81 java > > > > > > > > > 11 root 20 0 0 0 0 S 0.3 0.0 0:00.40 > kworker/0:1 > > > > > > > > > > > > output: > > > > > > 18985 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > INFO > > > org.apache.samoa.evaluation.EvaluatorProcessor - 0 seconds for 1000 > > > instances > > > 18985 [Thread-28-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_2] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 18985 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > INFO > > > org.apache.samoa.evaluation.EvaluatorProcessor - evaluation > instances = > > > 85,000 > > > classified instances = 85,000 > > > classifications correct (percent) = 99.531 > > > Kappa Statistic (percent) = 8.933 > > > Kappa Temporal Statistic (percent) = 21.457 > > > 18987 [Thread-28-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_2] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 18987 [Thread-28-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_2] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 18988 [Thread-28-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_2] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > 18989 [Thread-28-org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor_2] > > > INFO org.apache.samoa.learners.classifiers.trees. > > ModelAggregatorProcessor > > > - Change detected, resetting the classifier > > > > > > > > > Note: I used the same number of attributes to facilitate the > comparison. > > > System configuration: > > > Debian 7 (virtual machine) > > > 30 GB RAM > > > 4 processors > > > > > > > > > Thanks, > > > Eduardo. > > > > > > > > > > > > > > > > > > 2016-09-12 4:51 GMT-03:00 Nicolas Kourtellis <[email protected]>: > > > > > >> Hi Eduardo, > > >> > > >> Thanks for the tests and questions, > > >> > > >> I can't tell if this is a problem of Storm / Nimbus or Samoa. > > >> Have you tried a smaller stream, i.e., with a smaller number of > events, > > or > > >> smaller number of attributes? > > >> > > >> Perhaps the DSPE is shutting down due to memory error or other > resource > > >> issue? > > >> > > >> Try with different sizes and let us know the status of the machine > > before > > >> it fails. > > >> > > >> Thanks, > > >> > > >> Nicolas > > >> > > >> > > >> > > >> > > >> On Mon, Sep 12, 2016 at 4:25 AM, Eduardo Costa <[email protected] > > > > >> wrote: > > >> > > >> > Dear, > > >> > I'm executanto the Samoa with the storm in local mode (command line: > > >> > bin/samoa storm target/SAMOA-Storm-0.4.0-incubating-SNAPSHOT.jar > > >> > "PrequentialEvaluation -i -1 -f 1000 -d /tmp/cenario10-2classes- > > >> > ordenado-trat_entdv-sem-label-puro.csv -l (classifiers.ensemble. > > >> > AdaptiveBagging > > >> > -s 1) -s (org.apache.samoa.streams.ArffFileStream -s > > >> HDFSFileStreamSource > > >> > -f /cenario10-2classes-ordenado-trat_entdv-sem-label-puro.csv. > > arff)"). > > >> > > > >> > I am using a dataset of 1,300.00 instances, but this samoa stopping > at > > >> > 480,000 when I use Adaptive Bagging. After a while the following > > message > > >> > appears: > > >> > > > >> > ------------------------------------------------------------ > > >> > --------------------------------------------------- > > >> > > > >> > org.apache.samoa.learners.classifiers.trees. > ModelAggregatorProcessor > > - > > >> > Change detected, resetting the classifier > > >> > 66025 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > >> > ModelAggregatorProcessor_1] > > >> > INFO org.apache.samoa.learners.classifiers.trees.ModelAggregatorP > > >> rocessor > > >> > - Change detected, resetting the classifier > > >> > 66025 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > >> > ModelAggregatorProcessor_1] > > >> > INFO org.apache.samoa.learners.classifiers.trees.ModelAggregatorP > > >> rocessor > > >> > - Change detected, resetting the classifier > > >> > 66026 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > >> > ModelAggregatorProcessor_1] > > >> > INFO org.apache.samoa.learners.classifiers.trees.ModelAggregatorP > > >> rocessor > > >> > - Change detected, resetting the classifier > > >> > 66027 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > >> > ModelAggregatorProcessor_1] > > >> > INFO org.apache.samoa.learners.classifiers.trees.ModelAggregatorP > > >> rocessor > > >> > - Change detected, resetting the classifier > > >> > 66027 [Thread-22-org.apache.samoa.learners.classifiers.trees. > > >> > ModelAggregatorProcessor_1] > > >> > INFO org.apache.samoa.learners.classifiers.trees.ModelAggregatorP > > >> rocessor > > >> > - Change detected, resetting the classifier > > >> > 224126 [main] INFO backtype.storm.daemon.nimbus - Delaying event > > >> :remove > > >> > for 30 secs for Prequential_20160911213510-1-1473640527 > > >> > 224132 [main] INFO backtype.storm.daemon.nimbus - Updated > > >> > Prequential_20160911213510-1-1473640527 with status {:type :killed, > > >> > :kill-time-secs 30} > > >> > 224132 [main] INFO backtype.storm.daemon.nimbus - Shutting down > > master > > >> > 224136 [ProcessThread(sid:0 cport:-1):] INFO > > >> > org.apache.storm.zookeeper.server.PrepRequestProcessor > > >> > - Processed session termination for sessionid: 0x1571bd1c9c50001 > > >> > 224137 [NIOServerCxn.Factory:0.0.0.0/0.0.0.0:2000] INFO > > >> > org.apache.storm.zookeeper.server.NIOServerCnxn - Closed socket > > >> > connection > > >> > for client /0:0:0:0:0:0:0:1:50353 which had sessionid > > 0x1571bd1c9c50001 > > >> > 224137 [main] INFO org.apache.storm.zookeeper.ZooKeeper - Session: > > >> > 0x1571bd1c9c50001 closed > > >> > 224137 [main-EventThread] INFO org.apache.storm.zookeeper. > ClientCnxn > > - > > >> > EventThread shut down > > >> > 224142 [main] INFO backtype.storm.daemon.nimbus - Shut down master > > >> > 224155 [ProcessThread(sid:0 cport:-1):] INFO > > >> > org.apache.storm.zookeeper.server.PrepRequestProcessor > > >> > - Processed session termination for sessionid: 0x1571bd1c9c50003 > > >> > 224159 [main] INFO org.apache.storm.zookeeper.ZooKeeper - Session: > > >> > 0x1571bd1c9c50003 closed > > >> > 224159 [NIOServerCxn.Factory:0.0.0.0/0.0.0.0:2000] INFO > > >> > org.apache.storm.zookeeper.server.NIOServerCnxn - Closed socket > > >> > connection > > >> > for client /0:0:0:0:0:0:0:1:50355 which had sessionid > > 0x1571bd1c9c50003 > > >> > 224159 [main-EventThread] INFO org.apache.storm.zookeeper. > ClientCnxn > > - > > >> > EventThread shut down > > >> > 224163 [ProcessThread(sid:0 cport:-1):] INFO > > >> > org.apache.storm.zookeeper.server.PrepRequestProcessor > > >> > - Processed session termination for sessionid: 0x1571bd1c9c50005 > > >> > 224164 [NIOServerCxn.Factory:0.0.0.0/0.0.0.0:2000] INFO > > >> > org.apache.storm.zookeeper.server.NIOServerCnxn - Closed socket > > >> > connection > > >> > for client /127.0.0.1:49569 which had sessionid 0x1571bd1c9c50005 > > >> > 224165 [main-EventThread] INFO org.apache.storm.zookeeper. > ClientCnxn > > - > > >> > EventThread shut down > > >> > 224165 [main] INFO org.apache.storm.zookeeper.ZooKeeper - Session: > > >> > 0x1571bd1c9c50005 closed > > >> > 224166 [main] INFO backtype.storm.daemon.supervisor - Shutting > down > > >> > 9957d6b3-05c3-46d4-bb6f-c37751a40026:37ed88ae-36f0-4b87- > > >> b128-cd16c1fa21f7 > > >> > 224166 [main] INFO backtype.storm.process-simulator - Killing > > process > > >> > 3a39d80e-10b5-4db7-823d-a48ca5d85109 > > >> > 224166 [main] INFO backtype.storm.daemon.worker - Shutting down > > worker > > >> > Prequential_20160911213510-1-1473640527 9957d6b3-05c3-46d4-bb6f- > > >> > c37751a40026 > > >> > 1024 > > >> > 224167 [main] INFO backtype.storm.daemon.worker - Shutting down > > receive > > >> > thread > > >> > 224167 [main] INFO backtype.storm.messaging.loader - Shutting down > > >> > receiving-thread: [Prequential_20160911213510-1-1473640527, 1024] > > >> > 224167 [main] INFO backtype.storm.messaging.loader - Waiting for > > >> > receiving-thread:[Prequential_20160911213510-1-1473640527, 1024] to > > die > > >> > 224167 [Thread-10-worker-receiver-thread-0] INFO > > >> > backtype.storm.messaging.loader > > >> > - Receiving-thread:[Prequential_20160911213510-1-1473640527, 1024] > > >> > received > > >> > shutdown notice > > >> > 224168 [main] INFO backtype.storm.messaging.loader - Shutdown > > >> > receiving-thread: [Prequential_20160911213510-1-1473640527, 1024] > > >> > 224168 [main] INFO backtype.storm.daemon.worker - Shut down receive > > >> thread > > >> > 224169 [main] INFO backtype.storm.daemon.worker - Terminating > > messaging > > >> > context > > >> > 224169 [main] INFO backtype.storm.daemon.worker - Shutting down > > >> executors > > >> > 224169 [main] INFO backtype.storm.daemon.executor - Shutting down > > >> executor > > >> > org.apache.samoa.evaluation.EvaluatorProcessor_1:[2 2] > > >> > 224169 [Thread-12-org.apache.samoa.evaluation.EvaluatorProcessor_1] > > >> INFO > > >> > backtype.storm.util - Async loop interrupted! > > >> > 224170 [Thread-11-disruptor-executor[2 2]-send-queue] INFO > > >> > backtype.storm.util - Async loop interrupted! > > >> > 224170 [main] INFO backtype.storm.daemon.executor - Shut down > > executor > > >> > org.apache.samoa.evaluation.EvaluatorProcessor_1:[2 2] > > >> > 224170 [main] INFO backtype.storm.daemon.executor - Shutting down > > >> executor > > >> > org.apache.samoa.learners.classifiers.ensemble. > > >> > BaggingDistributorProcessor_1:[3 3] > > >> > ------------------------------------------------------------ > > >> > -------------------------------------------------------- > > >> > What can it be? > > >> > > > >> > Regards, > > >> > Eduardo Costa. > > >> > > > >> > > >> > > >> > > >> -- > > >> Nicolas Kourtellis > > >> > > > > > > > > > > > > -- > Nicolas Kourtellis >
