I\'m building an application with complicated model, says Book, User and Review.
A Review contains both Book and User id. To be able to search for Books that contai
You have two options
Elasticsearch Nested Objects
Elasticsearch parent&child
both are compared and evaluated nicely here
Somths like (just make Books type as parent for Users and Reviews types)
.../index/users/_search?pretty" -d '
{
"query": {
"filtered": {
"filter": {
"and": [
{
"has_parent": {
"parent_type": "books",
"filter": {
"has_child": {
"type": "Reviews",
"query": {
"term": {
"text_review": "some word"
}
}
}
}
}
}
]
}
}
}
}
'
As far as I know you can't have a document with two parents.
My suggestion based on Application-side join chapter of Elasticsearch the definitive guide:
Book
/Review
user_id
property in Review
mapping which contain the user id who wrote that review.I think that covers both uses cases you described as follows:
Books that contain at least one review
It can be solved with has child filter/queryUsers who wrote reviews that contain certain phrases
It can be solved by querying to reviews with the phrase you want to search and perform a cardinality aggregation on field user_id
. If you need users information you have to query your database (or another elasticsearch index) with the ids retrieved.Edit: "give me the books that have reviews this month written by user whose name started with John"
I recommend you to collect all those advanced uses cases and denormalize the data you need to achieve them. In this particular case it's enough with denormalizing the user name into Review
. In any case elasticsearch people has written about managing relations in their blog or elasticsearch the definitive guide