I would like to be able to return typeahead items in a certain order. For example, search for Para should return:
Paracetamol
Parafin
LIQUID PARAFFIN
ISOMETHEPTENE WITH PARACETAMOL
1) The suggestions that begin with the search term para should be ordered at the top and in alphabetical order
2) The rest of the items should appear below and also in alphabetical order
Is this possible with Elasticsearch?
What if I wanted the output to be like this:
Paracetamol
Parafin
Amber Paraffin
ISOMETHEPTENE WITH PARACETAMOL
LIQUID PARAFFIN
So all the terms that contain the prefix are at the top and everything else in alphabetical order.
This is my suggestion (also, you need to enable scripting):
PUT /test
{
"settings": {
"analysis": {
"analyzer": {
"autocomplete": {
"type": "custom",
"tokenizer": "standard",
"filter": [
"standard",
"lowercase",
"ngram"
]
},
"search_ngram": {
"type": "custom",
"tokenizer": "keyword",
"filter": "lowercase"
}
},
"filter": {
"ngram": {
"type": "ngram",
"min_gram": 2,
"max_gram": 15
}
}
}
},
"mappings": {
"test": {
"properties": {
"text": {
"type": "string",
"index_analyzer": "autocomplete",
"search_analyzer": "search_ngram",
"index_options": "positions",
"fields": {
"not_analyzed_sorting": {
"type": "string",
"index": "not_analyzed"
}
}
}
}
}
}
}
POST test/test/_bulk
{"index":{"_id":1}}
{"text":"Paracetamol"}
{"index":{"_id":2}}
{"text":"Paracetamol xxx yyy zzz"}
{"index":{"_id":3}}
{"text":"Parafin"}
{"index":{"_id":4}}
{"text":"LIQUID PARAFFIN"}
{"index":{"_id":5}}
{"text":"ISOMETHEPTENE WITH PARACETAMOL"}
GET /test/test/_search
{
"query": {
"match": {
"text": "Para"
}
},
"sort": [
{
"_script": {
"type": "number",
"script": "termInfo=_index[field_to_search].get(term_to_search.toLowerCase(),_POSITIONS);if (termInfo) {for(pos in termInfo){return pos.position}};return 0;",
"params": {
"term_to_search": "Para",
"field_to_search": "text"
},
"order": "asc"
}
},
{
"text.not_analyzed_sorting": {
"order": "asc"
}
}
]
}
UPDATE
For your updated question, even if I would have preferred to have another post, use the following query:
{
"query": {
"match": {
"text": "Para"
}
},
"sort": [
{
"_script": {
"type": "number",
"script": "termInfo=_index[field_to_search].get(term_to_search.toLowerCase(),_POSITIONS);if (termInfo) {for(pos in termInfo){if (pos.position==0) return pos.position; else return java.lang.Integer.MAX_VALUE}};return java.lang.Integer.MAX_VALUE;",
"params": {
"term_to_search": "Para",
"field_to_search": "text"
},
"order": "asc"
}
},
{
"text.not_analyzed_sorting": {
"order": "asc"
}
}
]
}
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