弹性搜索 5 - 如何查询 json 的对象数据类型和嵌套数组

Question

我想查询已加载到 Elasticsearch 5 中的嵌套数据，但每个查询 returns 都没有。数据为object datatype and nested array of json.

这是嵌套数据类型，即 team_members 数组 json:

[{
"id": 6,
"name": "mike",
"priority": 1
}, {
"id": 7,
"name": "james",
"priority": 2
}]

此对象数据类型即 availability_slot json:

{
"monday": {
    "on": true,
    "end_time": "15",
    "start_time": "9",
    "end_time_unit": "pm",
    "start_time_unit": "am",
    "events_starts_every": 10
}
}

这是我的弹性搜索映射：

{
"meetings_development_20170716013030509": {
    "mappings": {
        "meeting": {
            "properties": {
                "account": {"type": "integer"},
                "availability_slot": {
                    "properties": {
                        "monday": {
                            "properties": {
                                "end_time": {"type": "text"},
                                "end_time_unit": {"type": "text"},
                                "events_starts_every": {
                                      "type":"integer"
                                },
                                "on": {"type": "boolean"},
                                "start_time": {"type": "text"},
                                "start_time_unit": {
                                   "type": "text"
                                }
                            }
                        }
                    }
                },
                "team_members": {
                    "type": "nested",
                    "properties": {
                        "id": {"type": "integer"},
                        "name": {"type": "text"},
                        "priority": {"type": "integer"}
                    }
                }
            }
        }
    }
 }
}

我有两个查询因不同原因而失败：

查询 1 尽管 elasticsearch 中存在记录，但此查询 returns 计数为零，我发现查询失败是因为过滤器：

curl -u elastic:changeme http://172.19.0.4:9200/meetings_development/_search?pretty -d '{"query":{"nested":{"path":"team_members","score_mode":"avg","query":{"bool":{"must":[{"match":{"team_members.name":"mike"}},{"match":{"team_members.priority":1}}],"filter":[{"match":{"account":1}}]}}}}}'

这个returns零结果：

{
"took" : 8,
"timed_out" : false,
"_shards" : {
  "total" : 5,
  "successful" : 5,
  "failed" : 0
},
"hits" : {
  "total" : 0,
  "max_score" : null,
  "hits" : [ ]
 }
}

没有过滤器的查询 1 没有过滤器的上面的相同查询有效：

curl -u elastic:changeme http://172.19.0.4:9200/meetings_development/_search?pretty -d '{"query":{"nested":{"path":"team_members","score_mode":"avg","query":{"bool":{"must":[{"match":{"team_members.name":"mike"}},{"match":{"team_members.priority":1}}]}}}}}'

上面的查询returns 3次命中：

{
"took" : 312,
"timed_out" : false,
"_shards" : {
  "total" : 5,
  "successful" : 5,
  "failed" : 0
},
"hits" : {
  "total" : 3,
  "max_score" : 2.1451323,
  "hits" : [{**results available here**} ]
 }
}

对象数据类型的查询 2

curl -u elastic:changeme http://172.19.0.4:9200/meetings_development/_search?pretty -d '{"query":{"bool":{"must":{"match":{"availability_slot.start_time":1}},"filter":[{"match":{"account":1}}]}}}'

查询returns命中为零但数据在elasticsearch中：

{
"took" : 172,
"timed_out" : false,
"_shards" : {
  "total" : 5,
  "successful" : 5,
  "failed" : 0
},
"hits" : {
  "total" : 0,
  "max_score" : null,
  "hits" : [ ]
 }
}

如何让这两个查询都按帐户过滤。谢谢

Answer 1

这个 elasticsearch guide link 对提出正确的 elasticsearch 查询非常有帮助，如下所示：

查询 1 为 json

的嵌套数组

 {
  "query" => {

 "bool": {
  "must": [
   {
    "match": {
      "name": "sales call"
    }
   },
   {"nested" => {
  "path" => "team_members",
  "score_mode" => "avg",
  "query" => {
    "bool" => {
      "must" => {
        "match" => {"team_members.name" => "mike"} 
      }
    }
   }
  }
 }
 ],
  "filter": {
    "term": {
      "account": 1
    }
   }
  },


 }
}

只需像这样将查询传递给弹性搜索：

curl http://172.19.0.4:9200/meetings_development/_search?pretty -d '{"query":{"bool":{"must":[{"match":{"name":"sales call"}},{"nested":{"path":"team_members","score_mode":"avg","query":{"bool":{"must":{"match":{"team_members.name":"mike"}}}}}}],"filter":{"term":{"account":1}}}}}'

对象数据类型的查询 2 的正确语法，即 json

 {
   "query": {
     "bool": {
       "must": { 
          "match": {'availability_slot.monday.start_time' => '9'} 
       },
     "filter": [{
          "match":  {'account': 1}
     }]
   }
 }
}

你像这样将它传递给 elasticsearch：

curl http://172.19.0.4:9200/meetings_development/_search?pretty -d '{"query":{"bool":{"must":{"match":{"availability_slot.monday.start_time":"9"}},"filter":[{"match":{"account":1}}]}}}'

弹性搜索 5 - 如何查询 json 的对象数据类型和嵌套数组

elastic search 5 - how to query Object datatype and nested array of json

elasticsearch

elasticsearch-5

elasticsearch-query

elasticsearch-nested