Thats great, thanks for your reply. This looks like a good solution for my 
requirement ! Is this script applied in each shard ? I want to apply this 
function to all the documents so that the Top N picked from each shard is 
picked by my custom score. 

Also, can you elaborate a little bit on "be careful you can significantly 
impact your query performance if you are not careful". I would like to 
understand the best practices there.

On Friday, April 18, 2014 8:14:54 AM UTC-7, Matt Weber wrote:
>
> Yes, you can use the Function Score Query [1] in combination with a native 
> script written in java [2].  With the native script you can basically do 
> whatever you want, but be careful you can significantly impact your query 
> performance if you are not careful.
>
> [1] 
> http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html
> [2] 
> http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/modules-scripting.html#_native_java_scripts
>
> Thanks,
> Matt Weber
>
>
> On Thu, Apr 17, 2014 at 11:54 PM, Srinivasan Ramaswamy 
> <ursv...@gmail.com<javascript:>
> > wrote:
>
>> I would like to influence the ranking with few fields that are not stored 
>> in the index (eg click data for keyword-documents). I have used custom 
>> SearchComponent in Solr to implement similar functionality in the past. I 
>> am wondering how can i achieve the same in ElasticSearch.
>>
>> I know this thread is a very old thread, but i didnt find much 
>> information on how to do custom scoring (in elasticsearch) with data thats 
>> not stored in the index. This thread looked very relevant to my 
>> requirement, so trying to see whether you guys have solved similar 
>> requirements with elasticsearch.
>>
>> Thanks
>> Srini
>>
>> On Wednesday, September 7, 2011 12:18:09 PM UTC-7, Lukáš Vlček wrote:
>>>
>>> Hi Otis,
>>>
>>> So if I understand it correctly (providing my knowledge is quite limited 
>>> here) you are asking if
>>> 1) it is possible to hook into query processing flow and inject or 
>>> extend custom handlers for individual flow phases and
>>> 2) if we can find in ES the same functionality which is currently 
>>> provided by components listed here: http://wiki.apache.org/
>>> solr/SearchComponent (or here: http://lucene.apache.org/solr/
>>> api/org/apache/solr/handler/component/SearchComponent.html).
>>>
>>> As for #1, frankly, I do not know. I have been playing with plugins a 
>>> bit but did not have a chance to explore full potential of it yet. I 
>>> remember that Shay mentioned that not every aspect of ES is pluggable now 
>>> but that is all I know about it (personally, I did not hit the limits by 
>>> myself yet, may be I would if I wanted to employ Carrot2 clustering or 
>>> something like that)
>>>
>>> As for #2, if you are after one-to-one comparison of Solr 
>>> SearchComponents and ES then I think we would find some matches and also 
>>> some misses. Still it could be an interesting exercise to do (although we 
>>> should be careful to include only those features that do work well in 
>>> distributed environment). We could probably end up identifying new feature 
>>> requests, so this can be useful.
>>>
>>> Regards,
>>> Lukas 
>>>
>>> On Wed, Sep 7, 2011 at 6:17 PM, Otis Gospodnetic 
>>> <otis.gos...@gmail.com>wrote:
>>>
>>>> Hi Lukas,
>>>>
>>>> Yes, SearchComponents are about extensibility, but specifically about
>>>> extending how queries are handled within Solr once Solr gets them.  I
>>>> know ES has other types of plugins, and you've listed several of them,
>>>> but I'm wondering about which of them is SearchComponent-like.
>>>> I've looked at http://www.elasticsearch.org/guide/reference/modules/
>>>> plugins.html
>>>> , but couldn't find the answer to my Q there.  Maybe I'm looking at
>>>> the wrong place?
>>>>
>>>> Thanks,
>>>> Otis
>>>> --
>>>> Sematext is hiring Search Engineers -- http://sematext.com/about/
>>>> jobs.html
>>>>
>>>> On Sep 6, 2:57 pm, Lukáš Vlček <lukas.vl...@gmail.com> wrote:
>>>> > Hi,
>>>> >
>>>> > I am not Solr expert but to me it seems that SearchComponents in Solr 
>>>> are
>>>> > about extensibility of out of the box functionality. If that is the 
>>>> case
>>>> > then I would say that we can talk about plugins in ES world. Although 
>>>> there
>>>> > is no official doc about how to implement custom plugins yet it is 
>>>> really
>>>> > not difficult. Apart from that there are several plugins that are 
>>>> part of
>>>> > distribution (river plugins, attachments mapper, ICU analysis, 
>>>> scripting
>>>> > languages ... to name a few) and they can be used as an inspiration 
>>>> if a new
>>>> > plugin implementation is needed.
>>>> >
>>>> > My 2 cents.
>>>> >
>>>> > Lukas
>>>> >
>>>> > On Tue, Sep 6, 2011 at 5:35 PM, Otis Gospodnetic <
>>>> otis.gospodne...@gmail.com
>>>> >
>>>> >
>>>> >
>>>> >
>>>> >
>>>> >
>>>> >
>>>> > > wrote:
>>>> > > Hello,
>>>> >
>>>> > > A long time Solr user posted a good question about ES over on 
>>>> Sematext
>>>> > > Blog, about an equivalent of Solr's SearchComponents in ES:
>>>> >
>>>> > >http://blog.sematext.com/2010/05/03/elastic-search-
>>>> distributed-lucene...
>>>> >
>>>> > > I'm curious, too.  Thanks.
>>>> >
>>>> > > Otis
>>>> > > --
>>>> > > Sematext is hiring Search Engineers --http://sematext.com/about/
>>>> jobs.html
>>>>
>>>
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