Search with multi filter - elasticsearch

Question

I have a question here. In common shopping cart sites have the function search for product with multiple filters. For example I'm searching for sport gear with some filters like this:
Manufacturer
[x] Nike
Adidas
Umbro
Options
Size
[x] S
[x] M
L
Color
[x] White
Yellow
Red
[x] Blue
Here's my mapping
PUT test/product/_mapping
{
"product":{
"properties" : {
"name" : {"type" : "string", "store":"yes"},
"manufacturer" {"type": "string}
"options" : {
"type": "nested"
}
}
}
}
Some test data
POST test/product/1
{
"name": "Shirt 1",
"manufacturer": "Adidas",
"options":[
{
"Color" : ["Red", "Green"]
},
{
"Size" : ["S","M","L"]
}
],
"price":250000
}
POST test/product/2
{
"name": "Shirt 2",
"manufacturer": "Nike",
"options":[
{
"Color" : ["Blue", "Green", "White"]
},
{
"Size" : ["S", "L", "XL"]
}
],
"price":100000
}
POST test/product/3
{
"name": "Shirt 3",
"manufacturer": "Umbro",
"options": [
{
"Color" : ["Red"]
},
{
"Size" : ["S","XXL"]
}
],
"price": 300000
}
With this query, everything's fine
POST test/product/_search
{
"query": {
"filtered": {
"query": {
"match_all": {}
},
"filter": {
"bool": {
"must": [
{
"nested": {
"path": "options",
"filter": {
"bool": {
"must": [
{
"terms": {
"options.Color": [
"white"
]
}
}
]
}
}
}
},
{
"term": {
"manufacturer": "nike"
}
}
]
}
}
}
}
}
But, if I add more condition in Options filter, i get no result
POST test/product/_search
{
"query": {
"filtered": {
"query": {
"match_all": {}
},
"filter": {
"bool": {
"must": [
{
"nested": {
"path": "options",
"filter": {
"bool": {
"must": [
{
"terms": {
"options.Color": [
"white"
]
}
},
{
"terms": {
"options.Size": [
"s"
]
}
}
]
}
}
}
},
{
"term": {
"manufacturer": "nike"
}
}
]
}
}
}
}
}
I don't know whether i'm wrong in mapping or my query, or can you show me what's the best way to create mapping in this scenario. Thank you for all your help.

Answer 1

The problem here is the usage of the nested type. Your nested filter is not evaluated over all children altogether but on every child individually. Since you do not have a single nested object, that satisfies your filter (having both, Color and Size), you're not getting any results. You have two options:
merge those individual nested objects together
POST test/product/1
{
"name": "Shirt 1",
"manufacturer": "Adidas",
"options":[
{
"Color" : ["Red", "Green"],
"Size" : ["S","M","L"]
}
],
"price":250000
}
Your mapping and query stays the same.
Do not use a nested type, but a simple object type. You have to change your mapping for options:
PUT test/product/_mapping
{
"product":{
"properties" : {
"options" : {
"type": "object"
}
}
}
}
And drop the nested filter:
POST test/product/_search
{
"query": {
"filtered": {
"query": {
"match_all": {}
},
"filter": {
"bool": {
"must": [
{
"terms": {
"options.Color": [
"white"
]
}
},
{
"terms": {
"options.Size": [
"s"
]
}
},
{
"term": {
"manufacturer": "nike"
}
}
]
}
}
}
}
}
But your data can stay the same.
Nested objects are really for different structured data. If you were to have something like
"options":[
{
"Color" : "Blue",
"Size": "S"
},
{
"Color": "Red",
"Size" : "L"
}
]
And you want to filter for items, that are both, Blue and S, then you would have to use a nested filter.