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elasticsearch之搜索篇------原生

zmc@ 发布时间:2018-10-09 20:09:28 ,浏览量:3

知识点:

1、query string search 2、query DSL 3、query filter 4、full-text search 5、phrase search 6、highlight search

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1、query string search

搜索全部商品:GET /ecommerce/product/_search

took:耗费了几毫秒 timed_out:是否超时,这里是没有 _shards:数据拆成了5个分片,所以对于搜索请求,会打到所有的primary shard(或者是它的某个replica shard也可以) hits.total:查询结果的数量,3个document hits.max_score:score的含义,就是document对于一个search的相关度的匹配分数,越相关,就越匹配,分数也高 hits.hits:包含了匹配搜索的document的详细数据

{   "took": 2,   "timed_out": false,   "_shards": {     "total": 5,     "successful": 5,     "failed": 0   },   "hits": {     "total": 3,     "max_score": 1,     "hits": [       {         "_index": "ecommerce",         "_type": "product",         "_id": "2",         "_score": 1,         "_source": {           "name": "jiajieshi yagao",           "desc": "youxiao fangzhu",           "price": 25,           "producer": "jiajieshi producer",           "tags": [             "fangzhu"           ]         }       },       {         "_index": "ecommerce",         "_type": "product",         "_id": "1",         "_score": 1,         "_source": {           "name": "gaolujie yagao",           "desc": "gaoxiao meibai",           "price": 30,           "producer": "gaolujie producer",           "tags": [             "meibai",             "fangzhu"           ]         }       },       {         "_index": "ecommerce",         "_type": "product",         "_id": "3",         "_score": 1,         "_source": {           "name": "zhonghua yagao",           "desc": "caoben zhiwu",           "price": 40,           "producer": "zhonghua producer",           "tags": [             "qingxin"           ]         }       }     ]   } }

query string search的由来,因为search参数都是以http请求的query string来附带的

搜索商品名称中包含yagao的商品,而且按照售价降序排序:GET /ecommerce/product/_search?q=name:yagao&sort=price:desc

适用于临时的在命令行使用一些工具,比如curl,快速的发出请求,来检索想要的信息;但是如果查询请求很复杂,是很难去构建的 在生产环境中,几乎很少使用query string search

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2、query DSL

DSL:Domain Specified Language,特定领域的语言 http request body:请求体,可以用json的格式来构建查询语法,比较方便,可以构建各种复杂的语法,比query string search肯定强大多了

查询所有的商品

GET /ecommerce/product/_search {   "query": { "match_all": {} } }

查询名称包含yagao的商品,同时按照价格降序排序

GET /ecommerce/product/_search {     "query" : {         "match" : {             "name" : "yagao"         }     },     "sort": [         { "price": "desc" }     ] }

分页查询商品,总共3条商品,假设每页就显示1条商品,现在显示第2页,所以就查出来第2个商品

GET /ecommerce/product/_search {   "query": { "match_all": {} },   "from": 1,   "size": 1 }

指定要查询出来商品的名称和价格就可以

GET /ecommerce/product/_search {   "query": { "match_all": {} },   "_source": ["name", "price"] }

更加适合生产环境的使用,可以构建复杂的查询

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3、query filter

搜索商品名称包含yagao,而且售价大于25元的商品

GET /ecommerce/product/_search {     "query" : {         "bool" : {             "must" : {                 "match" : {                     "name" : "yagao"                  }             },             "filter" : {                 "range" : {                     "price" : { "gt" : 25 }                  }             }         }     } }

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4、full-text search(全文检索)

GET /ecommerce/product/_search {     "query" : {         "match" : {             "producer" : "yagao producer"         }     } }

producer这个字段,会先被拆解,建立倒排索引

special        4 yagao        4 producer    1,2,3,4 gaolujie    1 zhognhua    3 jiajieshi    2

yagao producer ---> yagao和producer

{   "took": 4,   "timed_out": false,   "_shards": {     "total": 5,     "successful": 5,     "failed": 0   },   "hits": {     "total": 4,     "max_score": 0.70293105,     "hits": [       {         "_index": "ecommerce",         "_type": "product",         "_id": "4",         "_score": 0.70293105,         "_source": {           "name": "special yagao",           "desc": "special meibai",           "price": 50,           "producer": "special yagao producer",           "tags": [             "meibai"           ]         }       },       {         "_index": "ecommerce",         "_type": "product",         "_id": "1",         "_score": 0.25811607,         "_source": {           "name": "gaolujie yagao",           "desc": "gaoxiao meibai",           "price": 30,           "producer": "gaolujie producer",           "tags": [             "meibai",             "fangzhu"           ]         }       },       {         "_index": "ecommerce",         "_type": "product",         "_id": "3",         "_score": 0.25811607,         "_source": {           "name": "zhonghua yagao",           "desc": "caoben zhiwu",           "price": 40,           "producer": "zhonghua producer",           "tags": [             "qingxin"           ]         }       },       {         "_index": "ecommerce",         "_type": "product",         "_id": "2",         "_score": 0.1805489,         "_source": {           "name": "jiajieshi yagao",           "desc": "youxiao fangzhu",           "price": 25,           "producer": "jiajieshi producer",           "tags": [             "fangzhu"           ]         }       }     ]   } }

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5、phrase search(短语搜索)

跟全文检索相对应,相反,全文检索会将输入的搜索串拆解开来,去倒排索引里面去一一匹配,只要能匹配上任意一个拆解后的单词,就可以作为结果返回 phrase search,要求输入的搜索串,必须在指定的字段文本中,完全包含一模一样的,才可以算匹配,才能作为结果返回

GET /ecommerce/product/_search {     "query" : {         "match_phrase" : {             "producer" : "yagao producer"         }     } }

{   "took": 11,   "timed_out": false,   "_shards": {     "total": 5,     "successful": 5,     "failed": 0   },   "hits": {     "total": 1,     "max_score": 0.70293105,     "hits": [       {         "_index": "ecommerce",         "_type": "product",         "_id": "4",         "_score": 0.70293105,         "_source": {           "name": "special yagao",           "desc": "special meibai",           "price": 50,           "producer": "special yagao producer",           "tags": [             "meibai"           ]         }       }     ]   } }

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6、highlight search(高亮搜索结果)

GET /ecommerce/product/_search {     "query" : {         "match" : {             "producer" : "producer"         }     },     "highlight": {         "fields" : {             "producer" : {}         }     } }  

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