白话Elasticsearch35-深入聚合数据分析之案例实战更多metrics用法:统计每种颜色电视最大最小价格

2021-08-17 14:58:25 浏览数 (1)


概述

继续跟中华石杉老师学习ES,第35篇

课程地址: https://www.roncoo.com/view/55


官方指导

Metrics Aggregations

  • 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

太多了,挑几个常用的说吧


Min Aggregation

Min Aggregation : 戳这里


Max Aggregation

Max Aggregation : 戳这里


Sum Aggregation

Sum Aggregation: 戳这里


案例:统计每种颜色电视最大最小价格

原始数据:

DSL:

代码语言:javascript复制
#统计每种颜色电视最大最小价格
GET /tvs/sales/_search
{
  "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"
          }
        }
      }
    }
  }
}

返回:

代码语言:javascript复制
{
  "took": 4,
  "timed_out": false,
  "_shards": {
    "total": 5,
    "successful": 5,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": 8,
    "max_score": 0,
    "hits": []
  },
  "aggregations": {
    "color": {
      "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
          }
        }
      ]
    }
  }
}

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