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How to find most used phrases in elasticsearch?

I know that you can find most used terms in an index with using facets.

For example on following inputs:

"A B C" 
"AA BB CC"
"A AA B BB"
"AA B"

term facet returns this:

B:3
AA:3
A:2
BB:2
CC:1
C:1

But I'm wondering that is it possible to list followings:

AA B:2
A B:1
BB CC:1

....etc...

Is there such a feature in ElasticSearch?

like image 659
shyos Avatar asked Aug 15 '13 12:08

shyos


2 Answers

As mentioned in ramseykhalaf's comment, a shingle filter would produce tokens of length "n" words.

"settings" : { 
   "analysis" : {
       "filter" : {
          "shingle":{
              "type":"shingle",
              "max_shingle_size":5,
              "min_shingle_size":2,
              "output_unigrams":"true"
           },
           "filter_stop":{
              "type":"stop",
              "enable_position_increments":"false"
           }
       },
       "analyzer" : {
           "shingle_analyzer" : {
               "type" : "custom",
               "tokenizer" : "whitespace",
               "filter" : ["standard," "lowercase", "shingle", "filter_stop"]
           }
       }
   }
},
"mappings" : {
   "type" : {
       "properties" : {
           "letters" : {
               "type" : "string",
               "analyzer" : "shingle_analyzer"
           }
       }
   }
}

See this blog post for full details.

like image 71
Scott Rice Avatar answered Nov 10 '22 05:11

Scott Rice


I'm not sure if elasticsearch will let you do this the way you want natively. But you might be interested in checking out Carrot2 - http://search.carrot2.org to accomplished what you want (and probably more.)

like image 1
Yehosef Avatar answered Nov 10 '22 06:11

Yehosef