进阶-第37__深入聚合数据分析_掌握更多metrics:统计每种颜色电视最大最小价格

 

要学更多的metric

 

count,avg,max,min,sum

count:bucket,terms,自动就会有一个doc_count,就相当于是count

avg:avg aggs,求平均值

max:求一个bucket内,指定field值最大的那个数据

min:求一个bucket内,指定field值最小的那个数据

sum:求一个bucket内,指定field值的总和

 

一般来说,90%的常见的数据分析的操作,metric,无非就是count,avg,max,min,sum

搜索测试

GET /tvs/sales/_search

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{

   "size" : 0,

   "aggs": {

      "colors": {

         "terms": {

            "field": "color"

         },

         "aggs": {

            "avg_price": { "avg": { "field": "price" } },

            "min_price" : { "min": { "field": "price"} },

            "max_price" : { "max": { "field": "price"} },

            "sum_price" : { "sum": { "field": "price" } }

         }

      }

   }

}

 

 

结果

{

  "took": 5,

  "timed_out": false,

  "_shards": {

    "total": 5,

    "successful": 5,

    "failed": 0

  },

  "hits": {

    "total": 8,

    "max_score": 0,

    "hits": []

  },

  "aggregations": {

    "colors": {

      "doc_count_error_upper_bound": 0,

      "sum_other_doc_count": 0,

      "buckets": [

        {

          "key": "红色",

          "doc_count": 4,

          "max_price": {

            "value": 8000

          },

          "min_price": {

            "value": 1000

          },

          "avg_price": {

            "value": 3250

          },

          "sum_price": {

            "value": 13000

          }

        },

        {

          "key": "绿色",

          "doc_count": 2,

          "max_price": {

            "value": 3000

          },

          "min_price": {

            "value": 1200

          },

          "avg_price": {

            "value": 2100

          },

          "sum_price": {

            "value": 4200

          }

        },

        {

          "key": "蓝色",

          "doc_count": 2,

          "max_price": {

            "value": 2500

          },

          "min_price": {

            "value": 1500

          },

          "avg_price": {

            "value": 2000

          },

          "sum_price": {

            "value": 4000

          }

        }

      ]

    }

  }

}

 

求总和,就可以拿到一个颜色下的所有电视的销售总额

 

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转载自blog.csdn.net/qq_35524586/article/details/88567249
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