Let’s say we have the following mapping in ElasticSearch.
{
"content": {
"properties": {
"id": {
"type": "string",
"index": "not_analyzed",
"store": "yes"
},
"locale_container": {
"type": "object",
"properties": {
"english": {
"type": "object",
"properties": {
"title": {
"type": "string",
"index_analyzer": "english",
"search_analyzer": "english",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
},
"text": {
"type": "string",
"index_analyzer": "english",
"search_analyzer": "english",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
}
}
},
"german": {
"type": "object",
"properties": {
"title": {
"type": "string",
"index_analyzer": "german",
"search_analyzer": "german",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
},
"text": {
"type": "string",
"index_analyzer": "german",
"search_analyzer": "german",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
}
}
},
"russian": {
"type": "object",
"properties": {
"title": {
"type": "string",
"index_analyzer": "russian",
"search_analyzer": "russian",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
},
"text": {
"type": "string",
"index_analyzer": "russian",
"search_analyzer": "russian",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
}
}
},
"italian": {
"type": "object",
"properties": {
"title": {
"type": "string",
"index_analyzer": "italian",
"search_analyzer": "italian",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
},
"text": {
"type": "string",
"index_analyzer": "italian",
"search_analyzer": "italian",
"index": "analyzed",
"term_vector": "with_positions_offsets",
"store": "yes"
}
}
}
}
}
}
}
}
When a particular user queries the index, we can take her culture from her settings, i.e. we know which analyzer to use. How can we formulate a query which will search only “title” and “text” fields in her own language (let’s say, German) and use German analyzer to tokenize the search query?
I’ve simplified the example to use
standardanalyzer for ‘English’ andsimple(no stopping) for ‘French’. For document like this:The following queries do the trick:
locale_container.english.title:abc-> returns the documentlocale_container.french.title:def-> returns the document as welllocale_container.english.title:to-> doesn’t return anything, since ‘to’ is a stopwordlocale_container.french.title:to-> returns the document