CODEWITHSUNDEEP
autocompleteelasticsearch
Eugene
Eugene

Reputation: 21

ElasticSearch autocomplete for keywords from a string

My document looks like:

   "hits": {
      "total": 4,
      "max_score": 1,
      "hits": [
         {
            "_index": "test_db2",
            "_type": "test",
            "_id": "1",
            "_score": 1,
            "_source": {
               "name": "very cool shoes",
               "price": 26
            }
         },
         {
            "_index": "test_db2",
            "_type": "test",
            "_id": "2",
            "_score": 1,
            "_source": {
               "name": "great shampoo",
               "price": 15
            }
         },
         {
            "_index": "test_db2",
            "_type": "test",
            "_id": "3",
            "_score": 1,
            "_source": {
               "name": "shirt",
               "price": 25
            }
         }
      ]
    }

How to create autocomplete in elasticsearch like for example: I put in input word "sh" , after that I should see result

shoes

shampoo

shirt

.....

Example of what I need

Upvotes: 2

Views: 1542

Answers (1)

Sloan Ahrens
Sloan Ahrens

Reputation: 8718

Take a look at ngrams. Or actually, edge ngrams are probably all you need.

Qbox has a couple of blog posts about setting up autocomplete with ngrams, so for a more in-depth discussion I would refer you to these:

https://qbox.io/blog/an-introduction-to-ngrams-in-elasticsearch

https://qbox.io/blog/multi-field-partial-word-autocomplete-in-elasticsearch-using-ngrams

But just very quickly, this should get you started.

First I set up the index:

PUT /test_index
{
   "settings": {
      "analysis": {
         "analyzer": {
            "autocomplete": {
               "type": "custom",
               "tokenizer": "standard",
               "filter": [
                  "standard",
                  "stop",
                  "kstem",
                  "edgengram_filter"
               ]
            }
         },
         "filter": {
            "edgengram_filter": {
               "type": "edgeNGram",
               "min_gram": 2,
               "max_gram": 15
            }
         }
      }
   },
   "mappings": {
      "doc": {
         "properties": {
            "name": {
               "type": "string",
               "index_analyzer": "autocomplete",
               "search_analyzer": "standard"
            },
            "price":{
                "type": "integer"
            }
         }
      }
   }
}

Then I indexed your documents:

POST /test_index/doc/_bulk
{"index":{"_id":1}}
{"name": "very cool shoes","price": 26}
{"index":{"_id":2}}
{"name": "great shampoo","price": 15}
{"index":{"_id":3}}
{"name": "shirt","price": 25}

Now I can get autocomplete results with a simple match query:

POST /test_index/_search
{
   "query": {
      "match": {
         "name": "sh"
      }
   }
}

which returns:

{
   "took": 3,
   "timed_out": false,
   "_shards": {
      "total": 5,
      "successful": 5,
      "failed": 0
   },
   "hits": {
      "total": 3,
      "max_score": 0.30685282,
      "hits": [
         {
            "_index": "test_index",
            "_type": "doc",
            "_id": "3",
            "_score": 0.30685282,
            "_source": {
               "name": "shirt",
               "price": 25
            }
         },
         {
            "_index": "test_index",
            "_type": "doc",
            "_id": "2",
            "_score": 0.19178301,
            "_source": {
               "name": "great shampoo",
               "price": 15
            }
         },
         {
            "_index": "test_index",
            "_type": "doc",
            "_id": "1",
            "_score": 0.15342641,
            "_source": {
               "name": "very cool shoes",
               "price": 26
            }
         }
      ]
   }
}

Here's the code I used to test it:

http://sense.qbox.io/gist/0886488ddfb045c69eed67b15e9734187c8b2491

Upvotes: 2

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