如果我在弹性搜索中索引了用户属性,并且我想以某种方式向用户添加角色,例如:
roles: employee, manager, surpervisor
用户可以属于一个或多个角色。
然后我可以搜索属于角色"员工"或者"经理,主管"?
如果有500K或100万用户,这会是一个糟糕的设计吗?
答案 0 :(得分:1)
是的,您可以向同一字段添加多个值。默认情况下,Elasticsearch中的每个字段都是“多值”的。这意味着你可以索引像这样的文件
文件1
<form>
文件2
curl -XPUT 'http://localhost:9200/twitter/tweet/1' -d '{
"user" : "kimchy",
"post_date" : "2009-11-15T14:12:12",
"message" : "trying out Elasticsearch",
"roles": ["manager", "employee", "supervisor"] }'
文件3
curl -XPUT 'http://localhost:9200/twitter/tweet/2' -d '{
"user" : "cool breeze",
"post_date" : "2009-11-15T14:12:12",
"message" : "trying out Elasticsearch",
"roles": ["manager", "supervisor"]}'
现在假设您要搜索主管和经理的用户:
curl -XPUT 'http://localhost:9200/twitter/tweet/3' -d '{
"user" : "jay",
"post_date" : "2009-11-15T14:12:12",
"message" : "trying out Elasticsearch",
"roles": ["employee"] }'
响应:
curl -XGET 'http://localhost:9200/twitter/tweet/_search' -d '{
"query": {
"bool": {
"should": [{
"match": {
"roles": {
"query": "supervisor manager",
"operator" : "and"
}
}
}]
}
}}'
或者,如果您希望员工是主管和经理,或者是员工:
{
"took": 11,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"failed": 0
},
"hits": {
"total": 2,
"max_score": 0.2712221,
"hits": [
{
"_index": "twitter",
"_type": "tweet",
"_id": "2",
"_score": 0.2712221,
"_source": {
"user": "cool breeze",
"post_date": "2009-11-15T14:12:12",
"message": "trying out Elasticsearch",
"roles": [
"manager",
"supervisor"
]
}
},
{
"_index": "twitter",
"_type": "tweet",
"_id": "1",
"_score": 0.2169777,
"_source": {
"user": "kimchy",
"post_date": "2009-11-15T14:12:12",
"message": "trying out Elasticsearch",
"roles": [
"manager",
"employee",
"supervisor"
]
}
}
]
}}