范围 ElasticSearch 聚合

Question

我需要在 ElasticSearch 中计算管道聚合，但我不知道如何表达它。

每个文档都有一个电子邮件地址和一个金额。我需要输出按唯一电子邮件分组的金额计数范围。

{ "0 - 99": 300, "100 - 400": 100 ...}

基本上是预期的输出（密钥将在我的应用程序代码中转换），表明 300 封独特的电子邮件在所有文档中累计收到至少 99 封（数量）。

直觉上，我希望像下面这样的查询。但是，范围似乎不是存储桶聚合（或允许存储桶路径）。

这里的正确方法是什么？

{
 aggs: {
   users: {
     terms: {
       field: "email"
     },
     aggs: {
       amount_received: {
         sum: {
           field: "amount"
         }
       }
     }
   },
   amount_ranges: {
     range: {
       buckets_path: "users>amount_received",
       ranges: [
           { to: 99.0 },
           { from: 100.0, to: 299.0 },
           { from: 300.0, to: 599.0 },
           { from: 600.0 }
       ]
     }
   }
}
  }

Answer 1

没有直接执行此操作的管道聚合。但是，我想我想出了一个适合您需求的解决方案，就像这样。这个想法是重复相同的terms/sum聚合，然后bucket_selector对您感兴趣的每个范围使用管道聚合。

POST index/_search
{
  "size": 0,
  "aggs": {
    "users_99": {
      "terms": {
        "field": "email",
        "size": 1000
      },
      "aggs": {
        "amount_received": {
          "sum": {
            "field": "amount"
          }
        },
        "-99": {
          "bucket_selector": {
            "buckets_path": {
              "amountReceived": "amount_received"
            },
            "script": "params.amountReceived < 100"
          }
        }
      }
    },
    "users_100_299": {
      "terms": {
        "field": "email",
        "size": 1000
      },
      "aggs": {
        "amount_received": {
          "sum": {
            "field": "amount"
          }
        },
        "100-299": {
          "bucket_selector": {
            "buckets_path": {
              "amountReceived": "amount_received"
            },
            "script": "params.amountReceived >= 100 && params.amountReceived < 300"
          }
        }
      }
    },
    "users_300_599": {
      "terms": {
        "field": "email",
        "size": 1000
      },
      "aggs": {
        "amount_received": {
          "sum": {
            "field": "amount"
          }
        },
        "300-599": {
          "bucket_selector": {
            "buckets_path": {
              "amountReceived": "amount_received"
            },
            "script": "params.amountReceived >= 300 && params.amountReceived < 600"
          }
        }
      }
    },
    "users_600": {
      "terms": {
        "field": "email",
        "size": 1000
      },
      "aggs": {
        "amount_received": {
          "sum": {
            "field": "amount"
          }
        },
        "600": {
          "bucket_selector": {
            "buckets_path": {
              "amountReceived": "amount_received"
            },
            "script": "params.amountReceived >= 600"
          }
        }
      }
    }
  }
}

在结果中，存储桶的数量users_99将是数量小于 99 的唯一电子邮件的数量。同样，users_100_299将包含与数量在 100 到 300 之间的唯一电子邮件一样多的存储桶。依此类推...