I am using Elasticsearch & Typeahead in my Rails application to perform autocomplete. I got the idea from here
I have elasticsearch autocomplete configured correctly, because it works when I access it directly via the browser. However, when I try to use typeahead to call display data from the autocomplete query, it doesn't even trigger in my debugger. Here is my form & javascript where typeahead is called
Form
<script>
$('#autcomplete_search').typeahead({
highlight: true
},
{
name: 'apple_game',
remote: "/search/autocomplete?query=%QUERY"
});
</script>
<h1>Keyword</h1>
<form action="/search/keyword">
<div>
<%= text_field_tag :query, params[:query], class: "form-control", id: "autcomplete_search" %>
<br/>
<br/>
</div>
<div>
<input type="submit">/</input>
</div>
</form>
Controller
def autocomplete
es = ESClient.get_client
games = es.suggest index: 'games',
body: {
apple_game: {
text: params[:keyword],
completion: {
field: "title"}
}
}
render json: games
end
Sample browser result from controller method
{
"_shards": {
"total": 5,
"successful": 5,
"failed": 0
},
"apple_game": [
{
"text": "ma",
"offset": 0,
"length": 2,
"options": [
{
"text": "Macabre Mysteries: Curse of the Nightingale Collector's Edition HD",
"score": 1
},
{
"text": "Mad Cop - Police Car Race and Drift (Ads Free)",
"score": 1
},
{
"text": "Mad Freebording (Snowboarding)",
"score": 1
},
{
"text": "Mad Merx: Nemesis",
"score": 1
},
{
"text": "Mad River Whitewater Kayak Rush",
"score": 1
}
]
}
]
}
EDIT I also noticed the following error in console whenever typeahead runs
Uncaught Error: missing source
Ok, I think you have two problems.
Problem 1:
You look to me like you are using pre 10.0 typeahead API. To use remote, you have to use Bloodhound or something like it to fetch your results.
I implemented this recently, and here is a working example:
var $vartypeahead = $(yourjqueryelement);
var engine = new Bloodhound({
name: 'typeaheads',
remote: {"url":'/search/typeahead?q=%QUERY'},
datumTokenizer: function(d) { return d;},
queryTokenizer: function(d) { return d;}
});
engine.initialize();
$vartypeahead.typeahead({
"minLength": 2,
"highlight": true
},
{
"source": engine.ttAdapter()
});
I did have to modify the above slightly from what I've done; I use backbone on the frontend and splice the above into it (I have a PR at the typeahead project for that)
Problem #2
As far as ES goes, I'm not sure you have your mappings right, usually your mapping for a typeahead project is going to look something like this:
{
"settings": {
"analysis": {
"filter": {
"autocomplete_ngram": {
"max_gram": 24,
"min_gram": 2,
"type": "edge_ngram"
}
},
"analyzer": {
"autocomplete_index": {
"filter": [
"lowercase",
"autocomplete_ngram"
],
"tokenizer": "keyword"
},
"autocomplete_search": {
"filter": [
"lowercase"
],
"tokenizer": "keyword"
}
}
},
"index": {
"number_of_shards": 20,
"number_of_replicas": 1
}
},
"mappings": {
"yourtype": {
"properties": {
"title": {
"type": "multi_field",
"fields": {
"title_edgengram": {
"type": "string",
"index": "analyzed",
"index_analyzer": "autocomplete_index",
"search_analyzer": "autocomplete_search"
},
"title": {
"type": "string",
"index": "not_analyzed"
}
}
}
}
}
}
}