进阶-第03 结构化搜索_在案例中实战基于bool组合多个filter条件来搜索数据

本文详细对比了SQL和Elasticsearch的查询语法,通过具体案例解析了两者在筛选、组合条件上的异同,强调了掌握Elasticsearch查询语法的重要性。

 

  1. 搜索发帖日期为2017-01-01或者帖子ID为XHDK-A-1293-#fJ3的帖子,同时要求帖子的发帖日期绝对不为2017-01-02

对应sql

select *

from forum.article

where (post_date='2017-01-01' or article_id='XHDK-A-1293-#fJ3')

and post_date!='2017-01-02'

 

 

对应es

GET /forum/article/_search

{

  "query": {

    "constant_score": {

      "filter": {

        "bool": {

          "should": [

            {"term": { "postDate": "2017-01-01" }},

            {"term": {"articleID": "XHDK-A-1293-#fJ3"}}

          ],

          "must_not": {

            "term": {

              "postDate": "2017-01-02"

            }

          }

        }

      }

    }

  }

}

结果

{

  "took": 5,

  "timed_out": false,

  "_shards": {

    "total": 5,

    "successful": 5,

    "failed": 0

  },

  "hits": {

    "total": 2,

    "max_score": 1,

    "hits": [

      {

        "_index": "forum",

        "_type": "article",

        "_id": "1",

        "_score": 1,

        "_source": {

          "articleID": "XHDK-A-1293-#fJ3",

          "userID": 1,

          "hidden": false,

          "postDate": "2017-01-01"

        }

      },

      {

        "_index": "forum",

        "_type": "article",

        "_id": "3",

        "_score": 1,

        "_source": {

          "articleID": "JODL-X-1937-#pV7",

          "userID": 2,

          "hidden": false,

          "postDate": "2017-01-01"

        }

      }

    ]

  }

}

 

 

must,should,must_not 都可以放filter:必须匹配,可以匹配其中任意一个即可,必须不匹配

 

2、搜索帖子ID为XHDK-A-1293-#fJ3,或者是帖子ID为JODL-X-1937-#pV7而且发帖日期为2017-01-01的帖子

对应sql

select *

from forum.article

where article_id='XHDK-A-1293-#fJ3'

or (article_id='JODL-X-1937-#pV7' and post_date='2017-01-01')

 

对应es

GET /forum/article/_search

{

  "query": {

    "constant_score": {

      "filter": {

        "bool": {

          "should": [

            {

              "term": {

                "articleID": "XHDK-A-1293-#fJ3"

              }

            },

            {

              "bool": {

                "must": [

                  {

                    "term":{

                      "articleID": "JODL-X-1937-#pV7"

                    }

                  },

                  {

                    "term": {

                      "postDate": "2017-01-01"

                    }

                  }

                ]

              }

            }

          ]

        }

      }

    }

  }

}

结果

{

  "took": 1,

  "timed_out": false,

  "_shards": {

    "total": 5,

    "successful": 5,

    "failed": 0

  },

  "hits": {

    "total": 2,

    "max_score": 1,

    "hits": [

      {

        "_index": "forum",

        "_type": "article",

        "_id": "1",

        "_score": 1,

        "_source": {

          "articleID": "XHDK-A-1293-#fJ3",

          "userID": 1,

          "hidden": false,

          "postDate": "2017-01-01"

        }

      },

      {

        "_index": "forum",

        "_type": "article",

        "_id": "3",

        "_score": 1,

        "_source": {

          "articleID": "JODL-X-1937-#pV7",

          "userID": 2,

          "hidden": false,

          "postDate": "2017-01-01"

        }

      }

    ]

  }

}

 

3、梳理学到的知识点

 

(1)bool:must,must_not,should,组合多个过滤条件

(2)bool可以嵌套

(3)相当于SQL中的多个and条件:当你把搜索语法学好了以后,基本可以实现部分常用的sql语法对应的功能

(4) mus,must_not,should ;里面也可以嵌入多个

 

 

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