What type of JSON payload size are we talking about here ?

> On Apr 28, 2016, at 1:32 PM, Saikat Kanjilal <sxk1...@hotmail.com> wrote:
> 
> Because EL gives you the visualization and non Lucene type query constructs 
> as well and also that it already has a rest API that I plan on tying into 
> mahout.  I plan on wrapping some of the clustering algorithms that I 
> implement using Mahout and Spark as a service which can then make calls into 
> other services (namely elasticsearch and neo4j graph service).
> 
> Sent from my iPhone
> 
>> On Apr 28, 2016, at 10:22 AM, Khurrum Nasim <khurrum.na...@useitc.com> wrote:
>> 
>> @Saikat- why use EL instead of Lucene directly. 
>> 
>> 
>> 
>>> On Apr 28, 2016, at 12:08 PM, Saikat Kanjilal <sxk1...@hotmail.com> wrote:
>>> 
>>> This is great information thank you, based on this recommendation I won't 
>>> create a JIRA but start work on my project and when the code approaches the 
>>> percentages you are describing I will create the appropriate JIRA's and put 
>>> together a proposal to send to the list, sound ok?  Based on your latest 
>>> updates to the wiki i will work on a handful of the clustering algorithms 
>>> since I see that the Spark implementations for these are not yet complete.
>>> Thank you again
>>> 
>>>> From: ap....@outlook.com
>>>> To: dev@mahout.apache.org
>>>> Subject: Re: Mahout contributions
>>>> Date: Thu, 28 Apr 2016 01:31:09 +0000
>>>> 
>>>> Saikat, 
>>>> 
>>>> One other thing that I should say is that you do not need clearance or 
>>>> input from the committers to begin work on your project, and the interest 
>>>> can and should come from the community as a whole. You can write proposal 
>>>> as you've done, and if you don't see any "+1"s or responses from the 
>>>> community at whole with in a few days, you may want to explain in more 
>>>> detail, give examples and use cases.  If you are still not seeing +1s or 
>>>> any responses from others then I think you can assume that there may not 
>>>> be interest; this is usually how things work.  
>>>> 
>>>> However if its something that your passionate about and you feel like you 
>>>> can deliver this should not to stop you.  People do not always read the 
>>>> dev@ emails or have time to respond.  You can still move forward with your 
>>>> proposed contribution by following the steps laid out in my previous 
>>>> email; follow the protocol at:
>>>> 
>>>> http://mahout.apache.org/developers/how-to-contribute.html
>>>> 
>>>> and create a JIRA.  When you have reached a significant amount of 
>>>> completion (around 70-80%), open a PR for review, this way you can explain 
>>>> in more detail. 
>>>> 
>>>> But please realize that when you open a JIRA for a new issue there is some 
>>>> expectation of a commitment on your part to complete it. 
>>>> 
>>>> For example, I am currently investigating some new plotting features.  I 
>>>> have spent a good deal of time this week and last already and am even 
>>>> mocking up code as a sketch of what may become an implementation before I 
>>>> open a "New Feature" JIRA for it.    
>>>> 
>>>> My point is absolutely not to discourage you or anybody else from opening 
>>>> JIRAs for new features, rather to let you know that when you open an JIRA 
>>>> for a new issue, It tells others that your are working on it, and thus may 
>>>> discourage another with a similar idea to contribute this feature.  So it 
>>>> is best to open it once you've begun your work and are committed to it.
>>>> 
>>>> Andy
>>>> 
>>>> ________________________________________
>>>> From: Saikat Kanjilal <sxk1...@hotmail.com>
>>>> Sent: Wednesday, April 27, 2016 8:24 PM
>>>> To: dev@mahout.apache.org
>>>> Subject: RE: Mahout contributions
>>>> 
>>>> Andrew,Thank you very much for your input, I actually want to start a new 
>>>> set of JIRAs, here's what I want to work on, I want to build a framework 
>>>> that ties together search/visualization capability with some machine 
>>>> learning algorithms, so essentially think of it as tying in elasticsearch 
>>>> and kibana  into mahout , the user can search for their data with 
>>>> elasticsearch and for deeper analysis on that data they can feed that data 
>>>> into one or more mahout backends for analysis.  Another interesting tie in 
>>>> might be to hack kibana to render ggplot like graphics based on the output 
>>>> of mahout algorithms (assuming this can be a kibana plugin).
>>>> Before I go hog wild to create a bunch of JIRA's I'd like to know if 
>>>> there's interest in this initiative.  The tool will bring together the ELK 
>>>> stack with dynamic machine learning algorithms.  I can go into a lot more 
>>>> detail around use cases if there's enough interest.
>>>> Looking forward to your and other committers input.Thanks
>>>> 
>>>>> From: ap....@outlook.com
>>>>> To: dev@mahout.apache.org
>>>>> Subject: Re: Mahout contributions
>>>>> Date: Wed, 27 Apr 2016 20:16:38 +0000
>>>>> 
>>>>> Hello Saikat,
>>>>> 
>>>>> #1 and #2 above are already implemented.  #4 is tricky so i would not 
>>>>> recommend without a strong knowledge of the codebase, and #5 is now 
>>>>> deprecated.  (I've just updated the algorithms grid to reflect this).  
>>>>> The algorithms page includes both algorithms implemented in the 
>>>>> math-scala library and algorithms which have CLI drivers written for them.
>>>>> 
>>>>> Please see: http://mahout.apache.org/developers/how-to-contribute.html
>>>>> 
>>>>> And please note that per that documentation, it is in everybody's best 
>>>>> interest to keep messages on list, contacting committers directly is 
>>>>> discouraged.
>>>>> 
>>>>> The best way to contribute (if you have not found a new bug or issue) 
>>>>> would be for you to pick a single open issue in the mahout JIRA which is 
>>>>> not already assigned, and start work on it.  When your work is ready for 
>>>>> review, just open up a PR and the committers will review it.  Please note 
>>>>> that if you do pick up an issue to work on, we do expect some amount of 
>>>>> responsibility and reliability and tangible amount of satisfactory work 
>>>>> since once you've marked a JIRA as something you're working on, others 
>>>>> will pass on it.
>>>>> 
>>>>> Another good way to contribute would be to look for enhancements that 
>>>>> could make to existing code not necessarily open JIRAs that need to be 
>>>>> assigned to you.  For example please see the recent contribution and 
>>>>> workflow on: https://issues.apache.org/jira/browse/MAHOUT-1833 .
>>>>> 
>>>>> If you have something new that you'd like to implement, simply start a 
>>>>> new JIRA issue and begin work on it.  In this case, when you have some 
>>>>> code that is ready for review,  you can simply open up a PR for it and 
>>>>> committers will review it.  For new implementations, we generally say 
>>>>> that you should do this when you are at least 70-80% finished with your 
>>>>> coding.
>>>>> 
>>>>> Thank You,
>>>>> 
>>>>> Andy
>>>>> 
>>>>> 
>>>>> 
>>>>> ________________________________________
>>>>> From: Saikat Kanjilal <sxk1...@hotmail.com>
>>>>> Sent: Tuesday, April 26, 2016 7:17 PM
>>>>> To: dev@mahout.apache.org
>>>>> Subject: RE: Mahout contributions
>>>>> 
>>>>> Hello,Following up on my last email with more specifics,  I've looked 
>>>>> through the wiki (https://mahout.apache.org/users/basics/algorithms.html) 
>>>>> and I'm interested in implementing the one or more of the following 
>>>>> algorithms with Mahout using spark: 1) Matrix Factorization with ALS 2) 
>>>>> Naive Bayes 3) Weighted Matrix Factorization, SVD++ 4) Sparse TF-IDF 
>>>>> Vectors from Text 5) Lucene integration.
>>>>> Had a few questions:1) Which of these should I start with and where is 
>>>>> there the greatest need?2) Should I fork the repo and create branches for 
>>>>> the each of the above implementations?3) Should I go ahead and create 
>>>>> some JIRAs for these?
>>>>> Would love to have some pointers to get started?Regards
>>>>> 
>>>>> From: sxk1...@hotmail.com
>>>>> To: dev@mahout.apache.org
>>>>> Subject: Mahout contributions
>>>>> Date: Wed, 30 Mar 2016 10:23:45 -0700
>>>>> 
>>>>> 
>>>>> 
>>>>> 
>>>>> Hello Committers,I was looking through the current jira tickets and was 
>>>>> wondering if there's a particular area of Mahout that needs some more 
>>>>> help than others, should I focus on contributing some algorithms usign 
>>>>> DSL or Samsara related efforts, I've finally got some bandwidth to do 
>>>>> some work and would love some guidance before assigning myself some 
>>>>> tickets.Regards
>> 

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