Elasticsearch7.x 基本查询

ゝ一世哀愁。 2022-12-22 08:48 326阅读 0赞

# **一、Elasticsearch 基本查询** #

基本查询语法：

GET /索引名/_search
    {
      "query": {
        "查询类型": {
          "查询属性": "查询条件值"
        }
      }
    }

查询类型：match\_all、term、match、match\_phrase、multi\_match、range、fuzzy、bool 等

# 二、测试数据 #

**Elasticsearch 需安装ik分词器，**测试数据文章末尾。

# 三、基本查询 #

## 3.1、简单查询 ##

1、查询所有

#查询所有
    GET /item/_search

2、 简单查询

#简单查询
    GET /item/_search?q=name:小米

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70][]

## 3.2、match\_all查询 ##

match\_all是查询全部

#查询所有
    GET /item/_search
    {
      "query": {
        "match_all": {}
      }
    }

## 3.3、term查询 ##

1、关键词查询

term是关键词查询，term里面的name值不进行分词

*  "name": "小米" ：查询name属性包含"小米"的结果
 *  "name": "小米手机" ：查询name属性包含"小米手机"的结果

#关键词查询
    GET /item/_search
    {
    	"query": {
    		"term": {
    			"name": "小米"
    		}
    	}
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 1][]

2、多关键词查询

多关键词查询，term里面的name值只要满足其中一个

*  "name": \["小米","apple"\]：查询name属性包含"小米"或者"apple"的结果

#多关键词查询
    GET /item/_search
    {
    	"query": {
    		"terms": {
    			"name": ["小米","apple"]
    		}
    	}
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 2][]

备注：

"name" : " Apple iPhone 12",其中Apple为首字母大写，如果term为Apple，查询结果为空

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 3][]

我们查看分词结果，发现 “Apple iPhone 12”的分词为"apple"、"iphone"、"12"，所以用Apple 查不到分词结果为空。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 4][]

3、查询结果包含版本号

"version": true：查询结果返回满足条件的记录时，包含版本号信息，每次修改该条记录，版本号会加1。

#查询结果包含版本号
    GET /_search
    {
      "version": true,
      "query": {
        "term": {
          "name": "小米"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 5][]

4、分页查询

查询时，使用from和to进行分页查询，其中

*  "from": 分页起始位置
 *  "size": 每页数据大小

#分页查询
    GET /item/_search
    {
      "query": {
        "term": {
            "category" : "手机"
        }
      },
      "from": 0,
      "size": 1
    }

## ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 6][]   3.4、match查询 ##

match查询是知道分词器存在的，先进行分词，再进行查询。

我们可以使用 GET \_analyze 查看分词结果

*  "analyzer": 使用的分词器，ik 分词器有两种分词模式:ik\_max\_word 和 ik\_smart 模式，这里使用的是ik\_smart 模式
 *  "text": 要进行分词的值

GET _analyze
    {
      "analyzer": "ik_smart",
      "text": ["小米Redmi K30pro"]
    }

1、关键字查询

先对match里面的name值进行分词，然后进行查询

*  "name": "小米手机" ：分词结果为 "小米"、 "手机"，查询name包含 "小米"和 "手机"的记录

#关键字分词查询
    GET /item/_search
    {
      "query": {
        "match": {
          "name": "小米手机"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 7][]

关联查询

"小米Redmi K30pro"的分词结果为"小米"、"redmi"、"k30pro"，查询条件"operator": "and"，必须满足全部分词结果。

#关联查询
    GET /item/_search
    {
      "query": {
        "match": {
          "name": {
            "query": "小米Redmi K30pro",
            "operator": "and"
          }
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 8][]

查询条件"operator": "or"，只需要满足其中一个分词结果。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 9][]

\#多字段查询

#多字段查询
    GET /item/_search
    {
    	"query": {
    	  "multi_match": {
    	    "query": "小米",
    	    "fields": [ "name", "brand" ]
    		}
    	}
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 10][]

\#短语查询

#短语查询
    GET /item/_search
    {
    	"query": {
    	  "match_phrase": {
    	    "name": "Apple iPhone"
    		}
    	}
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 11][]

#短语查询
    GET /item/_search
    {
    	"query": {
    	  "match_phrase": {
    	    "name": "Apple iPhone"
    		}
    	}
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 12][]

![271fd9fe4fd06aeea765319351be6f08.png][]

结果过滤

#结果过滤
    GET /item/_search
    {
      "_source": ["name","price"],
      "query": {
        "match": {
          "name": "小米"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 13][]

结果过滤

#结果过滤
    GET /item/_search
    {
      "_source": {
        "excludes": ["images", "price"]
      },
      "query": {
        "match": {
          "name": "小米"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 14][]

模糊查询

#模糊查询
    GET /item/_search
    {
      "query": {
        "fuzzy": {
          "name": "Apples"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 15][]

范围查询

#范围查询
    GET /item/_search
    {
      "query": {
        "range": {
          "price":{
            "gt": 6000,
            "lte": 7000
          }
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 16][]

\#通配符

#通配符查询
    GET /item/_search
    {
      "_source": {
        "excludes": ["cate*","*s"]
      },
      "query": {
        "match": {
          "name": "小米"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 17][]

\#前缀匹配

#前缀匹配查询
    GET /item/_search
    {
      "query": {
        "match_phrase_prefix": {
          "name": "小"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 18][]

\#范围查询

#范围查询
    GET /item/_search
    {
      "query": {
        "range": {
          "price":{
            "from": 5000,
            "to": 6999
          }
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 19][]

\#范围查询不包含边界

#范围查询不包含边界
    GET /item/_search
    {
      "query": {
        "range": {
          "price":{
            "from": 5000,
            "to": 6999,
            "include_lower":false,
            "include_upper":false
          }
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 20][]

\#通配符查询

#通配符查询
    GET /item/_search
    {
      "query": {
        "wildcard": {
          "category": "笔记本?"
        }
      }
    }

![20201119012408907.png][]

#通配符查询
    GET /item/_search
    {
      "query": {
        "wildcard": {
          "category": "笔记本电?"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 21][]

#通配符查询
    GET /item/_search
    {
      "query": {
        "wildcard": {
          "category": "笔记*"
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 22][]

![643da17072894fa82e3e60879fd9cff5.png][]

must查询

#must查询
    GET /item/_search
    {
      "query": {
        "bool": {
          "must": [{
            "match": {
              "brand": "苹果"
            }
          },
          {
            "range": {
              "price": {
                "gt": 5000,
                "lte": 9000
              }
            }
          }]
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 23][]

should查询

#must查询
    GET /item/_search
    {
      "query": {
        "bool": {
          "should": [{
            "match": {
              "brand": "苹果"
            }
          },
          {
            "range": {
              "price": {
                "gt": 5000,
                "lte": 9000
              }
            }
          }]
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 24][]

must\_not查询 范围查询影响分数

#must_not查询
    GET /item/_search
    {
      "query": {
        "bool": {
          "must_not": [{
            "match": {
              "brand": "小米"
            }
          },
          {
            "range": {
              "price": {
                "gt": 5000,
                "lte": 9000
              }
            }
          }]
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 25][]

过滤查询

#过滤查询
    GET /item/_search
    {
      "query": {
        "bool": {
          "should": [{
            "match": {
              "name": "苹果"
            }
          }],
          "filter": {
            "range": {
              "price": {
                "gt": 5000,
                "lte": 6000
              }
            }
          }
        }
      }
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 26][]

排序

#排序
    GET /item/_search
    {
      "query": {
        "match": {
          "brand": "苹果"
        }
      },
      "sort": [
        {
          "id": {
            "order": "desc"
          }
        }
      ]
    }

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3poYW5nY2hhb3lhbmc_size_16_color_FFFFFF_t_70 27][]

PUT /item
    {
      "mappings" : {
        "properties" : {
          "id" : {
            "type" : "long"
          },
          "name" : {
            "type" : "text",
            "analyzer" : "ik_smart"
          },
          "title" : {
            "type" : "text",
            "index": true, 
            "analyzer" : "ik_smart"
          },
          "price" : {
            "type" : "double"
          },
          "brand" : {
            "type" : "keyword"
          },
          
          "category" : {
            "type" : "keyword"
          },
          "images" : {
            "type" : "keyword",
            "index" : false
          }
        }
      },
      "settings" : {
        "index" : {
          "number_of_shards":3,
          "number_of_replicas":0
        }
      }
    }

POST /item/_doc/1
    {
    	"id": 1,
    	"name": "小米10至尊纪念版",
    	"title": "小米10至尊纪念版 8G 256G 骁龙865",
    	"brand": "小米",
    	"category": "手机",
    	"images": "https://img.jeespring.com/01.jpg",
    	"price": 5699.00
    }
    POST /item/_doc/2
    {
    	"id": 2,
    	"name": "Redmi K30 至尊纪念版",
    	"title": "Redmi K30 至尊纪念版 天玑1000plus",
    	"brand": "小米",
    	"category": "手机",
    	"images": "https://img.jeespring.com/02.jpg",
    	"price": 2299.00
    }
    
    POST /item/_doc/3
    {
    	"id": 3,
    	"name": " Apple iPhone 12",
    	"title": "Apple iPhone 12 (A2404) 128GB 蓝色",
    	"brand": "苹果",
    	"category": "手机",
    	"images": "https://img.jeespring.com/03.jpg",
    	"price": 6999.00
    }
    
    POST /item/_doc/4
    {
    	"id": 4,
    	"name": "荣耀智慧屏X1",
    	"title": "荣耀智慧屏X1 65英寸2G+16G 4K超清",
    	"brand": "华为",
    	"category": "平板电视",
    	"images": "https://img.jeespring.com/04.jpg",
    	"price": 3699.00
    }
    POST /item/_doc/5
    {
    	"id": 5,
    	"name": "联想ThinkBook 15p",
    	"title": "联想ThinkBook 15p 十代i7 16G 512G",
    	"brand": "联想",
    	"category": "笔记本电脑",
    	"images": "https://img.jeespring.com/05.jpg",
    	"price": 7699.00
    }
    POST /item/_doc/6
    {
    	"id": 6,
    	"name": "Apple MacBook Pro 16",
    	"title": "Apple MacBook Pro 16 i7 16G 512G灰",
    	"brand": "苹果",
    	"category": "笔记本电脑",
    	"images": "https://img.jeespring.com/06.jpg",
    	"price": 16699.00
    }

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