Hi Paresh,

If you want to sort on the field, I think it has to be the same type. So if
you make everything a double, it should work for all numeric fields. To do
that, you can use dynamic templates
<http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/mapping-root-object-type.html#_dynamic_templates>.
For example if you have this:

  "mappings" : {
    "_default_" : {
       "dynamic_templates" : [ {
         "long_to_float" : {
           "match" : "*",
           "match_mapping_type" : "long",
           "mapping" : {
             "type" : "float"
           }
         }
       } ]
     }
  }

And add a new field with value=32, the field would be mapped as float
instead of long.

Best regards,
Radu
--
Performance Monitoring * Log Analytics * Search Analytics
Solr & Elasticsearch Support * http://sematext.com/

On Thu, Jan 8, 2015 at 11:14 AM, Paresh Behede <[email protected]> wrote:

> Hi,
>
> I have requirement of storing document in elastic search which will have
> dynamic fields + those fields could have different data types values...
>
> For e.g.,
> Document 1 could have age field with value = 32, so when I would insert
> 1st document in ES my index mapping will get created and age will be mapped
> to Integer/Long
>
> Now if I get age = 32.5 in another document ES will throw me exception of
> data type mismatch...
>
> Can you suggest what can I do to handle such scenario?
>
> As workaround we are creating different fields for different data types
> like age.long / age.double but this also won't work if I have to do sorting
> over age field...
>
> Kindly suggest...
>
> Thanks in advance,
> Paresh Behede
>
>
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