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  • ES elasticsearch 实现 count单字段,分组取前多少位,以地理位置中心进行统计

    测试数据

    测试index  mappings
    PUT  sports
    {
          "mappings" : {
          "properties" : {
            "birthdate" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "location" : {
              "type" : "geo_point"
            },
            "name" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "rating" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "sport" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            }
          }
        }
    }

    POST _bulk/
    {"index":{"_index":"sports"}}
    {"name":"Michael","birthdate":"1989-10-1","sport":"Baseball","rating":["5","4"],"location":"46.22,-68.45"}
    {"index":{"_index":"sports"}}
    {"name":"Bob","birthdate":"1989-11-2","sport":"Baseball","rating":["3","4"],"location":"45.21,-68.35"}
    {"index":{"_index":"sports"}}
    {"name":"Jim","birthdate":"1988-10-3","sport":"Baseball","rating":["3","2"],"location":"45.16,-63.58"}
    {"index":{"_index":"sports"}}
    {"name":"Joe","birthdate":"1992-5-20","sport":"Baseball","rating":["4","3"],"location":"45.22,-68.53"}
    {"index":{"_index":"sports"}}
    {"name":"Tim","birthdate":"1992-2-28","sport":"Baseball","rating":["3","3"],"location":"46.22,-68.85"}
    {"index":{"_index":"sports"}}
    {"name":"Alfred","birthdate":"1990-9-9","sport":"Baseball","rating":["2","2"],"location":"45.12,-68.35"}
    {"index":{"_index":"sports"}}
    {"name":"Jeff","birthdate":"1990-4-1","sport":"Baseball","rating":["2","3"],"location":"46.12,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Will","birthdate":"1988-3-1","sport":"Baseball","rating":["4","4"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Mick","birthdate":"1989-10-1","sport":"Baseball","rating":["3","4"],"location":"46.22,-68.45"}
    {"index":{"_index":"sports"}}
    {"name":"Pong","birthdate":"1989-11-2","sport":"Baseball","rating":["1","3"],"location":"45.21,-68.35"}
    {"index":{"_index":"sports"}}
    {"name":"Ray","birthdate":"1988-10-3","sport":"Baseball","rating":["2","2"],"location":"45.16,-63.58"}
    {"index":{"_index":"sports"}}
    {"name":"Ping","birthdate":"1992-5-20","sport":"Baseball","rating":["4","3"],"location":"45.22,-68.53"}
    {"index":{"_index":"sports"}}
    {"name":"Duke","birthdate":"1992-2-28","sport":"Baseball","rating":["5","2"],"location":"46.22,-68.85"}
    {"index":{"_index":"sports"}}
    {"name":"Hal","birthdate":"1990-9-9","sport":"Baseball","rating":["4","2"],"location":"45.12,-68.35"}
    {"index":{"_index":"sports"}}
    {"name":"Charge","birthdate":"1990-4-1","sport":"Baseball","rating":["3","2"],"location":"46.12,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Barry","birthdate":"1988-3-1","sport":"Baseball","rating":["5","2"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Bank","birthdate":"1988-3-1","sport":"Golf","rating":["6","4"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Bingo","birthdate":"1988-3-1","sport":"Golf","rating":["10","7"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"James","birthdate":"1988-3-1","sport":"Basketball","rating":["10","8"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Wayne","birthdate":"1988-3-1","sport":"Hockey","rating":["10","10"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Brady","birthdate":"1988-3-1","sport":"Football","rating":["10","10"],"location":"46.25,-68.55"}
    {"index":{"_index":"sports"}}
    {"name":"Lewis","birthdate":"1988-3-1","sport":"Football","rating":["10","10"],"location":"46.25,-68.55"}



    根据某个字段进行统计

    GET sports/_search
    {
      "size": 0,
      "aggs": {
        "sport_count": {
          "value_count": {
            "field": "sport.keyword"
          }
        }
      }
    }
    

    根据某个字段统计取前多少条

    GET sports/_search
    {
      "size": 0,
      "aggs": {
        "sport": {
          "terms": {
            "field": "sport.keyword",
            "size": 3
          }
        }
      }
    }

    根据某个地理地址统计

    GET sports/_search
    {
      "size": 0,
      "aggregations": {
        "baseball_player_ring": {
          "geo_distance": {
            "field": "location",
            "unit": "km", 
            "origin": {
              "lat": 46.12,
              "lon": -68.55
            },
            "ranges": [
              {
                "from": 0,
                "to": 300
              }
            ]
          }
        }
      }
    }

      

    螃蟹在剥我的壳,笔记本在写我,漫天的我落在枫叶上雪花上,而你在想我。 --章怀柔
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  • 原文地址:https://www.cnblogs.com/lovezhr/p/15125749.html
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