So it's coming from 2 bundles? Can we get rid of 1 and see?

On Wed, Aug 26, 2015 at 8:40 AM, Madawa Soysa <madawa...@cse.mrt.ac.lk>
wrote:

> Gives following output.
>
> parquet.hadoop.metadata; version="0.0.0"<parquet_common_1.6.0_1.0.0 [321]>
> parquet.hadoop.metadata; version="0.0.0"<parquet_hadoop_1.6.0_1.0.0 [323]>
>
> On 26 August 2015 at 08:35, Nirmal Fernando <nir...@wso2.com> wrote:
>
>> You added them to repository/components/lib right? Can you start the
>> server in OSGi mode (./wso2server.sh -DosgiConsole ) and issue following
>> command in OSGi console;
>>
>> osgi> p parquet.hadoop.metadata
>>
>> On Wed, Aug 26, 2015 at 8:32 AM, Madawa Soysa <madawa...@cse.mrt.ac.lk>
>> wrote:
>>
>>> Hi Nirmal,
>>>
>>> Not actually. I have added parquet-common, parquet-encoding,
>>> parquet-column, parquet-hadoop as mentioned at
>>> https://github.com/Parquet/parquet-mr
>>> <https://www.google.com/url?q=https%3A%2F%2Fgithub.com%2FParquet%2Fparquet-mr&sa=D&sntz=1&usg=AFQjCNEHFd3g0eqXClZCkN35QgFYl0FVww>
>>> . But still get the following exception even though the
>>> class parquet.hadoop.metadata.CompressionCodecName is there in the
>>> parquet-hadoop.jar
>>>
>>> java.lang.ClassNotFoundException:
>>> parquet.hadoop.metadata.CompressionCodecName cannot be found by
>>> spark-sql_2.10_1.4.1.wso2v1
>>>
>>> I kept trying with different versions, still the issue is there.
>>>
>>> On 26 August 2015 at 08:27, Nirmal Fernando <nir...@wso2.com> wrote:
>>>
>>>> Madawa, hope the issue is resolved now after the instructions given
>>>> offline.
>>>>
>>>> On Mon, Aug 24, 2015 at 8:34 PM, Madawa Soysa <madawa...@cse.mrt.ac.lk>
>>>> wrote:
>>>>
>>>>> I have tested the model.save() with a simple Java program. It works
>>>>> fine.
>>>>>
>>>>> I have noticed that scala-library:2.11.6 is a dependency of
>>>>> spark:spark-core_2.11:1.4.1 [1]
>>>>> <http://search.maven.org/#artifactdetails%7Corg.apache.spark%7Cspark-core_2.11%7C1.4.1%7Cjar>
>>>>> In ML scala version is explicitly specified as 2.10.4. Is there a specific
>>>>> reason to use scala 2.10.4? I guess this version incompatibility could be
>>>>> the reason for this issue.
>>>>>
>>>>> [1] -
>>>>> http://search.maven.org/#artifactdetails%7Corg.apache.spark%7Cspark-core_2.11%7C1.4.1%7Cjar
>>>>>
>>>>> On 24 August 2015 at 10:24, Nirmal Fernando <nir...@wso2.com> wrote:
>>>>>
>>>>>> Madawa, seems this is a Spark issue :-( can you try a simple Java
>>>>>> program and see whether model.save() works?
>>>>>>
>>>>>> On Sat, Aug 22, 2015 at 8:19 AM, Madawa Soysa <
>>>>>> madawa...@cse.mrt.ac.lk> wrote:
>>>>>>
>>>>>>> Hi Nirmal,
>>>>>>>
>>>>>>> outPath is correct and the directory gets created, but the process
>>>>>>> becomes idle after that. Attached the only part that was written to a 
>>>>>>> file.
>>>>>>>
>>>>>>> Also the method doesn't throw an exception as well.
>>>>>>>
>>>>>>> On 21 August 2015 at 21:31, Nirmal Fernando <nir...@wso2.com> wrote:
>>>>>>>
>>>>>>>> Hi Madawa,
>>>>>>>>
>>>>>>>> According to Spark API [1], outPath shouldn't be exist.
>>>>>>>>
>>>>>>>> [1]
>>>>>>>> https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala#L200
>>>>>>>>
>>>>>>>> On Fri, Aug 21, 2015 at 1:59 PM, Niranda Perera <nira...@wso2.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> I don't think it's correct. Scala version is 2.10.4 even in the
>>>>>>>>> mvn repo
>>>>>>>>>
>>>>>>>>> On Fri, Aug 21, 2015, 13:46 Madawa Soysa <madawa...@cse.mrt.ac.lk>
>>>>>>>>> wrote:
>>>>>>>>>
>>>>>>>>>> Also I asked this question in StackOverflow[1]
>>>>>>>>>> <http://stackoverflow.com/questions/32048618/how-to-serialize-apache-sparks-matrixfactorizationmodel-in-java>
>>>>>>>>>> and there they have mentioned a version incompatibility between 
>>>>>>>>>> Scala and
>>>>>>>>>> Spark versions
>>>>>>>>>>
>>>>>>>>>> [1] -
>>>>>>>>>> http://stackoverflow.com/questions/32048618/how-to-serialize-apache-sparks-matrixfactorizationmodel-in-java
>>>>>>>>>>
>>>>>>>>>> On 21 August 2015 at 13:31, Madawa Soysa <madawa...@cse.mrt.ac.lk
>>>>>>>>>> > wrote:
>>>>>>>>>>
>>>>>>>>>>> Yes path is valid, I explicitly set the path here from the
>>>>>>>>>>> MLModelHandler persistModel method.
>>>>>>>>>>>
>>>>>>>>>>> On 21 August 2015 at 10:26, Nirmal Fernando <nir...@wso2.com>
>>>>>>>>>>> wrote:
>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>> On Thu, Aug 20, 2015 at 9:21 PM, Madawa Soysa <
>>>>>>>>>>>> madawa...@cse.mrt.ac.lk> wrote:
>>>>>>>>>>>>
>>>>>>>>>>>>> Hi All,
>>>>>>>>>>>>>
>>>>>>>>>>>>> There an issue with serializing Spark's
>>>>>>>>>>>>> MatrixFactorizationModel object. The object contains a huge RDD 
>>>>>>>>>>>>> and as I
>>>>>>>>>>>>> have read in many blogs, this model cannot be serialized as a 
>>>>>>>>>>>>> java object.
>>>>>>>>>>>>> Therefore when retrieving the model I get the same exception as 
>>>>>>>>>>>>> above;
>>>>>>>>>>>>>
>>>>>>>>>>>>> *Caused by: java.lang.ClassNotFoundException:
>>>>>>>>>>>>> org.apache.spark.OneToOneDependency cannot be found by
>>>>>>>>>>>>> org.scala-lang.scala-library_2.10.4.v20140209-180020-VFINAL-b66a3965*
>>>>>>>>>>>>>
>>>>>>>>>>>>> I have asked this question in Spark mailing lists and they
>>>>>>>>>>>>> recommended me to use the built in save and load functions other 
>>>>>>>>>>>>> than using
>>>>>>>>>>>>> Java serializing.  So I have used following method to persist the 
>>>>>>>>>>>>> model,
>>>>>>>>>>>>>
>>>>>>>>>>>>> model.save(MLCoreServiceValueHolder.*getInstance()*.getSparkContext().sc(),
>>>>>>>>>>>>> outPath);[1]
>>>>>>>>>>>>> <https://github.com/madawas/carbon-ml/commit/3700d3ed5915b0ad3b679bc0d9eb2611608463e9>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Then nothing happens when this line executes. No error is
>>>>>>>>>>>>> thrown as well. Any solution for this?
>>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>> Can you print outPath and see whether it's a valid file path?
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> [1] -
>>>>>>>>>>>>> https://github.com/madawas/carbon-ml/commit/3700d3ed5915b0ad3b679bc0d9eb2611608463e9
>>>>>>>>>>>>>
>>>>>>>>>>>>> On 16 August 2015 at 18:06, Madawa Soysa <
>>>>>>>>>>>>> madawa...@cse.mrt.ac.lk> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>>> Yes I was able to resolve the issue by removing RDD fields
>>>>>>>>>>>>>> from the SummaryModel object as @Mano pointed out. Still I have 
>>>>>>>>>>>>>> the same
>>>>>>>>>>>>>> exception when retrieving the model. Trying to fix that issue.
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> On 14 August 2015 at 10:43, Nirmal Fernando <nir...@wso2.com>
>>>>>>>>>>>>>> wrote:
>>>>>>>>>>>>>>
>>>>>>>>>>>>>>> Thanks Niranda, this doc is useful.
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>> On Fri, Aug 14, 2015 at 10:36 AM, Niranda Perera <
>>>>>>>>>>>>>>> nira...@wso2.com> wrote:
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>> From what I know, OneToOneDependancy come into play when
>>>>>>>>>>>>>>>> spark tries to create the RDD dependency tree.
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>> Just thought of sharing that. this would be a good resource
>>>>>>>>>>>>>>>> [1] :-)
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>> [1]
>>>>>>>>>>>>>>>> https://databricks-training.s3.amazonaws.com/slides/advanced-spark-training.pdf
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>> On Thu, Aug 13, 2015 at 12:09 AM, Nirmal Fernando <
>>>>>>>>>>>>>>>> nir...@wso2.com> wrote:
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> What is *org.apache.spark.OneToOneDependency ? Is it
>>>>>>>>>>>>>>>>> something you use?*
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> On Wed, Aug 12, 2015 at 11:30 PM, Madawa Soysa <
>>>>>>>>>>>>>>>>> madawa...@cse.mrt.ac.lk> wrote:
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> Hi,
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> I created a model summary in order to show the model data
>>>>>>>>>>>>>>>>>> in the analysis.jag page.
>>>>>>>>>>>>>>>>>> But when refreshing the page after building the model I
>>>>>>>>>>>>>>>>>> get the following error.
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException:
>>>>>>>>>>>>>>>>>>  An error has occurred while extracting all the models of 
>>>>>>>>>>>>>>>>>> analysis id: 13
>>>>>>>>>>>>>>>>>>         at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.core.impl.MLAnalysisHandler.getAllModelsOfAnalysis(MLAnalysisHandler.java:245)
>>>>>>>>>>>>>>>>>>         at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.rest.api.AnalysisApiV10.getAllModelsOfAnalysis(AnalysisApiV10.java:517)
>>>>>>>>>>>>>>>>>> Caused by:
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.database.exceptions.DatabaseHandlerException:
>>>>>>>>>>>>>>>>>>   An error
>>>>>>>>>>>>>>>>>> has occurred while extracting all the models of analysis id: 
>>>>>>>>>>>>>>>>>> 13
>>>>>>>>>>>>>>>>>>         at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.database.internal.MLDatabaseService.getAllModels(MLDatabaseService.java:1797)
>>>>>>>>>>>>>>>>>>         at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.core.impl.MLAnalysisHandler.getAllModelsOfAnalysis(MLAnalysisHandler.java:243)
>>>>>>>>>>>>>>>>>>         ... 52 more
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> *Caused by: java.lang.ClassNotFoundException:
>>>>>>>>>>>>>>>>>> org.apache.spark.OneToOneDependency cannot be found by
>>>>>>>>>>>>>>>>>> org.scala-lang.scala-library_2.10.4.v20140209-180020-VFINAL-b66a3965*
>>>>>>>>>>>>>>>>>> at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.database.util.MLDBUtil.getModelSummaryFromInputStream(MLDBUtil.java:54)
>>>>>>>>>>>>>>>>>>         at
>>>>>>>>>>>>>>>>>> org.wso2.carbon.ml.database.internal.MLDatabaseService.getAllModels(MLDatabaseService.java:1790)
>>>>>>>>>>>>>>>>>>         ... 53 more
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> I guess there is an error in persistence of the model
>>>>>>>>>>>>>>>>>> summary object, what should be the cause for this error?
>>>>>>>>>>>>>>>>>> [1]
>>>>>>>>>>>>>>>>>> <https://github.com/madawas/carbon-ml/commit/987c799231dad2bab6f4046df7acc672d0564f22>
>>>>>>>>>>>>>>>>>>  contains
>>>>>>>>>>>>>>>>>> the commit which I introduced the model summary.
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> [1] -
>>>>>>>>>>>>>>>>>> https://github.com/madawas/carbon-ml/commit/987c799231dad2bab6f4046df7acc672d0564f22
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> --
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> Undergraduate,
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> Department of Computer Science and Engineering,
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> University of Moratuwa.
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> |
>>>>>>>>>>>>>>>>>> Email: madawa...@cse.mrt.ac.lk
>>>>>>>>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> |
>>>>>>>>>>>>>>>>>> Twitter <https://twitter.com/madawa_rc> | Tumblr
>>>>>>>>>>>>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> --
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> Thanks & regards,
>>>>>>>>>>>>>>>>> Nirmal
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> Team Lead - WSO2 Machine Learner
>>>>>>>>>>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2
>>>>>>>>>>>>>>>>> Inc.
>>>>>>>>>>>>>>>>> Mobile: +94715779733
>>>>>>>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>> _______________________________________________
>>>>>>>>>>>>>>>>> Dev mailing list
>>>>>>>>>>>>>>>>> Dev@wso2.org
>>>>>>>>>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>> --
>>>>>>>>>>>>>>>> *Niranda Perera*
>>>>>>>>>>>>>>>> Software Engineer, WSO2 Inc.
>>>>>>>>>>>>>>>> Mobile: +94-71-554-8430
>>>>>>>>>>>>>>>> Twitter: @n1r44 <https://twitter.com/N1R44>
>>>>>>>>>>>>>>>> https://pythagoreanscript.wordpress.com/
>>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>> --
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>> Thanks & regards,
>>>>>>>>>>>>>>> Nirmal
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>> Team Lead - WSO2 Machine Learner
>>>>>>>>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>>>>>>>>>> Mobile: +94715779733
>>>>>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> --
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Undergraduate,
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Department of Computer Science and Engineering,
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> University of Moratuwa.
>>>>>>>>>>>>>>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>>>>>>>>>>> madawa...@cse.mrt.ac.lk
>>>>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>>>>>>>>>>> <https://twitter.com/madawa_rc> | Tumblr
>>>>>>>>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> --
>>>>>>>>>>>>>
>>>>>>>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>>>>>>>
>>>>>>>>>>>>> Undergraduate,
>>>>>>>>>>>>>
>>>>>>>>>>>>> Department of Computer Science and Engineering,
>>>>>>>>>>>>>
>>>>>>>>>>>>> University of Moratuwa.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>>>>>>>>>> madawa...@cse.mrt.ac.lk
>>>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>>>>>>>>>> <https://twitter.com/madawa_rc> | Tumblr
>>>>>>>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>> --
>>>>>>>>>>>>
>>>>>>>>>>>> Thanks & regards,
>>>>>>>>>>>> Nirmal
>>>>>>>>>>>>
>>>>>>>>>>>> Team Lead - WSO2 Machine Learner
>>>>>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>>>>>>> Mobile: +94715779733
>>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>> --
>>>>>>>>>>>
>>>>>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>>>>>
>>>>>>>>>>> Undergraduate,
>>>>>>>>>>>
>>>>>>>>>>> Department of Computer Science and Engineering,
>>>>>>>>>>>
>>>>>>>>>>> University of Moratuwa.
>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>>>>>>>> madawa...@cse.mrt.ac.lk
>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>>>>>>>> <https://twitter.com/madawa_rc> | Tumblr
>>>>>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> --
>>>>>>>>>>
>>>>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>>>>
>>>>>>>>>> Undergraduate,
>>>>>>>>>>
>>>>>>>>>> Department of Computer Science and Engineering,
>>>>>>>>>>
>>>>>>>>>> University of Moratuwa.
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>>>>>>> madawa...@cse.mrt.ac.lk
>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>>>>>>> <https://twitter.com/madawa_rc> | Tumblr
>>>>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>>>>
>>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> --
>>>>>>>>
>>>>>>>> Thanks & regards,
>>>>>>>> Nirmal
>>>>>>>>
>>>>>>>> Team Lead - WSO2 Machine Learner
>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>>> Mobile: +94715779733
>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> --
>>>>>>>
>>>>>>> *_________________________________**Madawa Soysa*
>>>>>>>
>>>>>>> Undergraduate,
>>>>>>>
>>>>>>> Department of Computer Science and Engineering,
>>>>>>>
>>>>>>> University of Moratuwa.
>>>>>>>
>>>>>>>
>>>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>>>> madawa...@cse.mrt.ac.lk
>>>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>>>> <https://twitter.com/madawa_rc> | Tumblr
>>>>>>> <http://madawas.tumblr.com/>
>>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> --
>>>>>>
>>>>>> Thanks & regards,
>>>>>> Nirmal
>>>>>>
>>>>>> Team Lead - WSO2 Machine Learner
>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>> Mobile: +94715779733
>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>
>>>>>>
>>>>>>
>>>>>
>>>>>
>>>>> --
>>>>>
>>>>> *_________________________________**Madawa Soysa*
>>>>>
>>>>> Undergraduate,
>>>>>
>>>>> Department of Computer Science and Engineering,
>>>>>
>>>>> University of Moratuwa.
>>>>>
>>>>>
>>>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>>>> madawa...@cse.mrt.ac.lk
>>>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>>>> <https://twitter.com/madawa_rc> | Tumblr <http://madawas.tumblr.com/>
>>>>>
>>>>
>>>>
>>>>
>>>> --
>>>>
>>>> Thanks & regards,
>>>> Nirmal
>>>>
>>>> Team Lead - WSO2 Machine Learner
>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>> Mobile: +94715779733
>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>
>>>>
>>>>
>>>
>>>
>>> --
>>>
>>> *_________________________________**Madawa Soysa*
>>>
>>> Undergraduate,
>>>
>>> Department of Computer Science and Engineering,
>>>
>>> University of Moratuwa.
>>>
>>>
>>> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
>>> madawa...@cse.mrt.ac.lk
>>> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
>>> <https://twitter.com/madawa_rc> | Tumblr <http://madawas.tumblr.com/>
>>>
>>
>>
>>
>> --
>>
>> Thanks & regards,
>> Nirmal
>>
>> Team Lead - WSO2 Machine Learner
>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>> Mobile: +94715779733
>> Blog: http://nirmalfdo.blogspot.com/
>>
>>
>>
>
>
> --
>
> *_________________________________**Madawa Soysa*
>
> Undergraduate,
>
> Department of Computer Science and Engineering,
>
> University of Moratuwa.
>
>
> Mobile: +94 71 461 6050 <%2B94%2075%20812%200726> | Email:
> madawa...@cse.mrt.ac.lk
> LinkedIn <http://lk.linkedin.com/in/madawasoysa> | Twitter
> <https://twitter.com/madawa_rc> | Tumblr <http://madawas.tumblr.com/>
>



-- 

Thanks & regards,
Nirmal

Team Lead - WSO2 Machine Learner
Associate Technical Lead - Data Technologies Team, WSO2 Inc.
Mobile: +94715779733
Blog: http://nirmalfdo.blogspot.com/
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