Tested the Machine Learner features in DAS.

1. Manual execution flow of ML as in [1]
    - create dataset
    - create project
    - create analysis (and train a modal)
    - predict using modal

2. Run all samples
    - default samples
    - tuned samples

3. CEP integration flow with ML Siddhi extension as in [2] with sample [3].
    - Tested Siddhi ML features in OSGi runtime
    - Run the sample [3]
    - Created required streams for "Example 1" in [2].
    - Added execution plan in "Example 1" in [2].
    - Added a log publisher to the "PredictionStream" and tested the
functionality by simulating events to "InputStream".

[1] https://docs.wso2.com/display/ML110/Quick+Start+Guide
[2]
https://docs.wso2.com/display/ML100/WSO2+CEP+Extension+for+ML+Predictions
[3]
https://docs.wso2.com/display/ML100/Generating+a+Model+Using+the+Logistic+Regression+Algorithm


[+] Stable - Go ahead and release.


*Maninda Edirisooriya*
Senior Software Engineer

*WSO2, Inc.*lean.enterprise.middleware.

*Blog* : http://maninda.blogspot.com/
*E-mail* : mani...@wso2.com
*Skype* : @manindae
*Twitter* : @maninda

On Tue, Sep 13, 2016 at 5:37 PM, Dunith Dhanushka <dun...@wso2.com> wrote:

> Tested following scenarios and found no issues.
>
> 1. Dashboard creation, deletion, adding gadgets and exporting.
> 2. Creating a gadget using gadget generation wizard for a batch data
> source.
> 3. Creating a gadget using gadget generation wizard for a real time data
> source.
> 4. Smart home and HTTPD samples in both super tenant and tenant mode.
> 5. Sharing a dashboard across tenants (SaaS mode).
> 6. Real time and batch gadgets on tenant mode
>
> [+] Stable - Go ahead and release.
>
> Regards,
> Dunith
>
> On Tue, Sep 13, 2016 at 5:18 PM, Gihan Anuruddha <gi...@wso2.com> wrote:
>
>> I have tested the following and found no issues.
>>
>> - Data explorer with facet search and primary key search.
>> - DAS 3.0.1 to 3.1.0 migration.
>> - ESB Anaytics feature top of on DAS 3.1.0
>>
>> [+] Stable - Go ahead and release.
>>
>> On Tue, Sep 13, 2016 at 1:47 PM, Gokul Balakrishnan <go...@wso2.com>
>> wrote:
>>
>>> I have tested the following through the EC2 performance test round:
>>>
>>> - Clustered DAS deployment
>>> - Analyzer, Indexer and Receiver profiles
>>> - Data persistence with HBase
>>> - Spark script execution in clustered mode (CarbonAnalytics)
>>> - Clustered indexing operation
>>> - Data explorer
>>> - Basic data publishing
>>> - Smart Home and Wikipedia samples
>>>
>>> [+] Stable - Go ahead and release.
>>>
>>>
>>> On 12 September 2016 at 16:21, Niranda Perera <nira...@wso2.com> wrote:
>>>
>>>> Hi all,
>>>>
>>>> I have tested the following and found no issues
>>>> - DAS usual flow: Data publishing, script execution and dashboards in
>>>> the local mode using the smart home example
>>>> - DAS HA and failover scenarios, 3 node cluster test
>>>> - Spark on YARN in DAS clustering
>>>>
>>>> Hence,
>>>> +1 Stable - Go ahead and release
>>>>
>>>> Best
>>>>
>>>> On Fri, Sep 9, 2016 at 4:54 PM, Niranda Perera <nira...@wso2.com>
>>>> wrote:
>>>>
>>>>> Hi Devs,
>>>>>
>>>>> This is the third release candidate (RC) of WSO2 Data Analytics Server
>>>>> 3.1.0 release.
>>>>>
>>>>> New / Improvements In This Release after RC2
>>>>>
>>>>>    - Bug fixes in ML integration
>>>>>    - Spark configuration parameters for long running jobs
>>>>>
>>>>> Issues Fixed in This Release
>>>>>
>>>>>    - WSO2 DAS 3.1.0 Fixed Issues
>>>>>    <https://wso2.org/jira/issues/?filter=13152>
>>>>>
>>>>> Known Issues
>>>>>
>>>>>    - WSO2 DAS 3.1.0 Known Issues
>>>>>    <https://wso2.org/jira/issues/?filter=13154>
>>>>>
>>>>> Source and distribution packages:
>>>>>
>>>>>    - https://github.com/wso2/product-das/releases/tag/v3.1.0-RC3
>>>>>
>>>>> Please download, test, and vote. The README file under the
>>>>> distribution contains guide and instructions on how to try it out locally.
>>>>>
>>>>> [+] Stable - Go ahead and release
>>>>> [-] Broken - Do not release (explain why)
>>>>>
>>>>> This vote will be open for 72 hours or as needed.
>>>>>
>>>>> Regards,
>>>>> WSO2 DAS Team
>>>>>
>>>>> --
>>>>> *Niranda Perera*
>>>>> Software Engineer, WSO2 Inc.
>>>>> Mobile: +94-71-554-8430
>>>>> Twitter: @n1r44 <https://twitter.com/N1R44>
>>>>> https://pythagoreanscript.wordpress.com/
>>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> *Niranda Perera*
>>>> Software Engineer, WSO2 Inc.
>>>> Mobile: +94-71-554-8430
>>>> Twitter: @n1r44 <https://twitter.com/N1R44>
>>>> https://pythagoreanscript.wordpress.com/
>>>>
>>>> _______________________________________________
>>>> Dev mailing list
>>>> Dev@wso2.org
>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>>>
>>>>
>>>
>>>
>>> --
>>> Gokul Balakrishnan
>>> Senior Software Engineer,
>>> WSO2, Inc. http://wso2.com
>>> M +94 77 5935 789 | +44 7563 570502
>>>
>>>
>>> _______________________________________________
>>> Dev mailing list
>>> Dev@wso2.org
>>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>>
>>>
>>
>>
>> --
>> W.G. Gihan Anuruddha
>> Senior Software Engineer | WSO2, Inc.
>> M: +94772272595
>>
>> _______________________________________________
>> Dev mailing list
>> Dev@wso2.org
>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>
>>
>
>
> --
> Regards,
>
> Dunith Dhanushka,
> Associate Technical Lead
> WSO2 Inc,
>
> Mobile - +94 71 8615744
> Blog - *https://medium.com/@dunithd <https://medium.com/@dunithd>*
> Twitter - @dunithd <http://twitter.com/dunithd>
>
> _______________________________________________
> Dev mailing list
> Dev@wso2.org
> http://wso2.org/cgi-bin/mailman/listinfo/dev
>
>
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