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名师互学网 > IT > 前沿技术 > 大数据 > 大数据系统

45深入聚合数据分析

45深入聚合数据分析

之前的排序,是按照每个bucket的doc_count降序来排的

GET /tvs/sales/_search 
{
  "size": 0,
  "aggs": {
    "group_by_color": {
      "terms": {
        "field": "color"
      },
      "aggs": {
        "avg_price": {
          "avg": {
            "field": "price"
          }
        }
      }
    }
  }
}

响应结果

{
  "took": 0,
  "timed_out": false,
  "_shards": {
    "total": 5,
    "successful": 5,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": 8,
    "max_score": 0,
    "hits": []
  },
  "aggregations": {
    "group_by_color": {
      "doc_count_error_upper_bound": 0,
      "sum_other_doc_count": 0,
      "buckets": [
        {
          "key": "红色",
          "doc_count": 4,
          "avg_price": {
            "value": 3250
          }
        },
        {
          "key": "绿色",
          "doc_count": 2,
          "avg_price": {
            "value": 2100
          }
        },
        {
          "key": "蓝色",
          "doc_count": 2,
          "avg_price": {
            "value": 2000
          }
        }
      ]
    }
  }
}

但是假如说,我们现在统计出来每个颜色的电视的销售额,需要按照销售额降序排序?

order排序规则:根据avg_price进行asc正序排序

 "order": {
          "avg_price": "asc"
        }
GET /tvs/sales/_search 
{
  "size": 0,
  "aggs": {
    "group_by_color": {
      "terms": {
        "field": "color",
        "order": {
          "avg_price": "asc"
        }
      },
      "aggs": {
        "avg_price": {
          "avg": {
            "field": "price"
          }
        }
      }
    }
  }
}

响应结果

{
  "took": 1,
  "timed_out": false,
  "_shards": {
    "total": 5,
    "successful": 5,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": 8,
    "max_score": 0,
    "hits": []
  },
  "aggregations": {
    "group_by_color": {
      "doc_count_error_upper_bound": 0,
      "sum_other_doc_count": 0,
      "buckets": [
        {
          "key": "蓝色",
          "doc_count": 2,
          "avg_price": {
            "value": 2000
          }
        },
        {
          "key": "绿色",
          "doc_count": 2,
          "avg_price": {
            "value": 2100
          }
        },
        {
          "key": "红色",
          "doc_count": 4,
          "avg_price": {
            "value": 3250
          }
        }
      ]
    }
  }
}
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