ES网格聚合

参考地址 Geohash 网格聚合 | Elasticsearch: 权威指南 | Elastic

es接口测试如下:

复制代码
DELETE /museums

#创建索引
PUT  /museums
{
	"mappings": {
		"properties": {
			"location": {
				"type": "geo_point"
			}
		}
	}
}

#添加数据
POST /museums/_bulk?refresh
{"index":{"_id":1}}
{"location": {"lon":"52.374081","lat": "4.912350"}, "name": "NEMO Science Museum"}
{"index":{"_id":2}}
{"location": {"lon":"52.369219","lat": "4.901618"}, "name": "Museum HetRembrandthuis"}
{"index":{"_id":3}}
{"location": {"lon":"52.371667","lat": "4.914722"}, "name": "Nederlands Scheepvaartmuseum"}
{"index":{"_id":4}}
{"location": {"lon":"51.222900","lat": "4.405200"}, "name": "Letterenhuis"}
{"index":{"_id":5}}
{"location":  {"lon":"48.861111","lat": "2.336389"}, "name": "Musée du Louvre"}
{"index":{"_id":6}}
{"location": {"lon":"48.860000","lat": "2.327000"}, "name": "Musée d'Orsay"}


#查询数据
GET /museums/_search
{
  "query": {
    "match_all": {}
  }
}


#查询数据,精度 1-8  越大地图桶越小,分的组越多
POST /museums/_search?size=0
{
	"aggregations": {
		"large-grid": {
			"geohash_grid": {
				"field": "location",
				"precision": 3
			}
		}
		
	}
}



#查询数据,精度 1-8  越大地图桶越小,分的组越多
GET /museums/_search?size=0
{
	  "aggs": {
    "large-grid": {
      "geohash_grid": {
        "field":     "location",
        "precision": 3
      },
      "aggs": {
        "cell": { 
          "geo_bounds": {
            "field": "location"
          }
        }
      }
    }
  }
}


#指定矩形内查询数据,精度 1-8  越大地图桶越小,分的组越多
GET /museums/_search?size=3
{
  "query": {
    "constant_score": {
      "filter": {
        "geo_bounding_box": {
          "location": {
            "top_left": {
              "lon": "52.374081",
               "lat": "5.912350"
            },
            "bottom_right": {
              "lon": "52.374081",
              "lat": "4.912350"
            }
          }
        }
      }
    }
    
  }, 
	  "aggs": {
      "large-grid": {
        "geohash_grid": {
        "field":     "location",
        "precision": 5
      },
      "aggs": {
        "cell": { 
          "geo_bounds": {
            "field": "location"
          }
        }
      }
    }
  }
}


#指定桶的key查询数据,精度 1-8  越大地图桶越小,分的组越多
GET /museums/_search?size=3
{
  "query": {
    "constant_score": {
      "filter": {
        "geo_bounding_box": {
          "location": {
            "top_left": "t0v",
            "bottom_right": "t0v"
          }
        }
      }
    }
    
  }, 
	  "aggs": {
      "large-grid": {
        "geohash_grid": {
        "field":     "location",
        "precision": 5
      },
      "aggs": {
        "cell": { 
          "geo_bounds": {
            "field": "location"
          }
        }
      }
    }
  }
}
相关推荐
艾莉丝努力练剑26 分钟前
【Linux:文件】Ext系列文件系统(初阶)
大数据·linux·运维·服务器·c++·人工智能·算法
倒流时光三十年1 小时前
SpringBoot 数据库同步 Elasticsearch 性能优化
数据库·spring boot·elasticsearch
lili-felicity1 小时前
CANN异步推理实战:从Stream管理到流水线优化
大数据·人工智能
2501_933670792 小时前
2026 高职大数据专业考什么证书对就业有帮助?
大数据
xiaobaibai1532 小时前
营销自动化终极形态:AdAgent 自主闭环工作流全解析
大数据·人工智能·自动化
星辰_mya2 小时前
Elasticsearch更新了分词器之后
大数据·elasticsearch·搜索引擎
xiaobaibai1532 小时前
决策引擎深度拆解:AdAgent 用 CoT+RL 实现营销自主化决策
大数据·人工智能
悟纤2 小时前
学习与专注音乐流派 (Study & Focus Music):AI 音乐创作终极指南 | Suno高级篇 | 第33篇
大数据·人工智能·深度学习·学习·suno·suno api
ESBK20252 小时前
第四届移动互联网、云计算与信息安全国际会议(MICCIS 2026)二轮征稿启动,诚邀全球学者共赴学术盛宴
大数据·网络·物联网·网络安全·云计算·密码学·信息与通信
Elastic 中国社区官方博客3 小时前
Elasticsearch:Workflows 介绍 - 9.3
大数据·数据库·人工智能·elasticsearch·ai·全文检索