模糊查询不适用于文本类型，但适用于关键字类型

Question

我有一个仅适用于关键字类型的查询，但我不明白为什么。

但是，如果我使用匹配查询加上模糊参数，我可以让它与文本类型一起工作。

为什么会这样？

请参阅下面的查询

（工作查询应该 return Eddie 的文档。）

1) 模糊查询文本类型 -> 不工作

GET kibana_sample_data_ecommerce/_search
{
  "query": {
    "fuzzy": {
      "customer_first_name": {
        "value": "Eddi",
        "fuzziness": "AUTO"
      }
    }
  }
}

2) 模糊查询关键字类型 - 有效

GET kibana_sample_data_ecommerce/_search
{
  "query": {
    "fuzzy": {
      "customer_first_name.keyword": {
        "value": "Eddi",
        "fuzziness": "AUTO"
      }
    }
  }
}

3) 匹配查询 + 模糊性 -> 工作

GET kibana_sample_data_ecommerce/_search
{
  "query": {
    "match": {
      "customer_first_name.keyword": {
        "query": "Eddi",
        "fuzziness": "Auto"
      }
    }
  }
}

索引设置

{
      "kibana_sample_data_ecommerce" : {
        "aliases" : { },
        "mappings" : {
          "properties" : {
            "category" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword"
                }
              }
            },
            "currency" : {
              "type" : "keyword"
            },
            "customer_birth_date" : {
              "type" : "date"
            },
            "customer_first_name" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "customer_full_name" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "customer_gender" : {
              "type" : "keyword"
            },
            "customer_id" : {
              "type" : "keyword"
            },
            "customer_last_name" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword",
                  "ignore_above" : 256
                }
              }
            },
            "customer_phone" : {
              "type" : "keyword"
            },
            "day_of_week" : {
              "type" : "keyword"
            },
            "day_of_week_i" : {
              "type" : "integer"
            },
            "email" : {
              "type" : "keyword"
            },
            "geoip" : {
              "properties" : {
                "city_name" : {
                  "type" : "keyword"
                },
                "continent_name" : {
                  "type" : "keyword"
                },
                "country_iso_code" : {
                  "type" : "keyword"
                },
                "location" : {
                  "type" : "geo_point"
                },
                "region_name" : {
                  "type" : "keyword"
                }
              }
            },
            "manufacturer" : {
              "type" : "text",
              "fields" : {
                "keyword" : {
                  "type" : "keyword"
                }
              }
            },
            "order_date" : {
              "type" : "date"
            },
            "order_id" : {
              "type" : "keyword"
            },
            "products" : {
              "properties" : {
                "_id" : {
                  "type" : "text",
                  "fields" : {
                    "keyword" : {
                      "type" : "keyword",
                      "ignore_above" : 256
                    }
                  }
                },
                "base_price" : {
                  "type" : "half_float"
                },
                "base_unit_price" : {
                  "type" : "half_float"
                },
                "category" : {
                  "type" : "text",
                  "fields" : {
                    "keyword" : {
                      "type" : "keyword"
                    }
                  }
                },
                "created_on" : {
                  "type" : "date"
                },
                "discount_amount" : {
                  "type" : "half_float"
                },
                "discount_percentage" : {
                  "type" : "half_float"
                },
                "manufacturer" : {
                  "type" : "text",
                  "fields" : {
                    "keyword" : {
                      "type" : "keyword"
                    }
                  }
                },
                "min_price" : {
                  "type" : "half_float"
                },
                "price" : {
                  "type" : "half_float"
                },
                "product_id" : {
                  "type" : "long"
                },
                "product_name" : {
                  "type" : "text",
                  "fields" : {
                    "keyword" : {
                      "type" : "keyword"
                    }
                  },
                  "analyzer" : "english"
                },
                "quantity" : {
                  "type" : "integer"
                },
                "sku" : {
                  "type" : "keyword"
                },
                "tax_amount" : {
                  "type" : "half_float"
                },
                "taxful_price" : {
                  "type" : "half_float"
                },
                "taxless_price" : {
                  "type" : "half_float"
                },
                "unit_discount_amount" : {
                  "type" : "half_float"
                }
              }
            },
            "sku" : {
              "type" : "keyword"
            },
            "taxful_total_price" : {
              "type" : "half_float"
            },
            "taxless_total_price" : {
              "type" : "half_float"
            },
            "total_quantity" : {
              "type" : "integer"
            },
            "total_unique_products" : {
              "type" : "integer"
            },
            "type" : {
              "type" : "keyword"
            },
            "user" : {
              "type" : "keyword"
            }
          }
        },
        "settings" : {
          "index" : {
            "number_of_shards" : "1",
            "auto_expand_replicas" : "0-1",
            "provided_name" : "kibana_sample_data_ecommerce",
            "creation_date" : "1579684918696",
            "number_of_replicas" : "0",
            "uuid" : "Ga3UfyyAQjGpa5JDbJB7Sw",
            "version" : {
              "created" : "7050299"
            }
          }
        }
      }
    }

Answer 1

模糊查询是词级查询。这意味着不分析查询。

为什么查询 1) 失败

如果您查询 "Eddi"，它将与分析的文本进行比较，在本例中为 "eddie"。

从 'Eddi' 到 'eddie' 是 2 个编辑距离。

因此查询不会成功，因为长度在 3 到 5 之间的术语的最大编辑距离为 1（使用 "fuzziness: AUTO" 配置）

为什么查询 2) 成功

另一方面，如果您使用关键字，关键字会在不经过分析的情况下存储。因此。 Eddi 与 Eddie 的编辑距离为 1。

模糊查询不适用于文本类型，但适用于关键字类型

Fuzzy query doesn't work on text type, but works on keyword type

elasticsearch

fuzzy-search