ElasticSearch的ngram中文拼音简繁体搜索.docx

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ElasticSearch的ngram中文拼音简繁体搜索.docx

ElasticSearch的ngram中文拼音简繁体搜索

ElasticSearch的ngram、中文拼音、简繁体搜索

ElasticSearch版本:

elasticsearch-7.3.0

ElasticSearch相关插件安装可以参考:

ElasticSearch服务上创建Mapping

curl-H"Content-Type:

application/json"-XPUT'http:

//192.168.0.1:

9200/book_v2/'-d'

{

"settings":

{

"analysis":

{

"analyzer":

{

"pinyin_analyzer_1":

{

"tokenizer":

"pinyin_tokenizer_1"

},

"pinyin_analyzer_2":

{

"tokenizer":

"pinyin_tokenizer_2"

},

"tsconvert":

{

"tokenizer":

"tsconvert_tokenizer",

"filter":

[

"tsconvert_filter"

]

},

"autocomplete_analyzer":

{

"type":

"custom",

"tokenizer":

"ik_smart",

"filter":

[

"autocomplete_filter"

]

},

"custom_analyzer_1":

{

"type":

"custom",

"tokenizer":

"ik_smart",

"filter":

[

"cus_pinyin_filter_1"

]

},

"custom_analyzer_2":

{

"type":

"custom",

"tokenizer":

"ik_max_word",

"filter":

[

"stconvert_filter"

]

},

"custom_analyzer_3":

{

"type":

"custom",

"tokenizer":

"ik_max_word",

"filter":

[

"tsconvert_filter"

]

}

},

"tokenizer":

{

"pinyin_tokenizer_1":

{

"type":

"pinyin",

"keep_separate_first_letter":

false,

"keep_full_pinyin":

true,

"keep_original":

true,

"limit_first_letter_length":

16,

"lowercase":

true,

"remove_duplicated_term":

true

},

"pinyin_tokenizer_2":

{

"type":

"pinyin",

"keep_separate_first_letter":

true,

"keep_full_pinyin":

false

},

"tsconvert_tokenizer":

{

"type":

"stconvert",

"delimiter":

"#",

"keep_both":

false,

"convert_type":

"t2s"

}

},

"filter":

{

"stconvert_filter":

{

"type":

"stconvert",

"delimiter":

"#",

"keep_both":

false,

"convert_type":

"s2t"

},

"tsconvert_filter":

{

"type":

"stconvert",

"delimiter":

"#",

"keep_both":

false,

"convert_type":

"t2s"

},

"autocomplete_filter":

{

"type":

"edge_ngram",

"min_gram":

1,

"max_gram":

10

},

"cus_pinyin_filter_1":

{

"type":

"pinyin",

"keep_joined_full_pinyin":

true,

"keep_separate_first_letter":

true,

"none_chinese_pinyin_tokenize":

true

}

},

"char_filter":

{

"tsconvert":

{

"type":

"stconvert",

"convert_type":

"t2s"

}

}

}

},

"mappings":

{

"dynamic":

"strict",

"_source":

{

"excludes":

[

"id"

]

},

"properties":

{

"id":

{

"type":

"keyword"

},

"author":

{

"analyzer":

"ik_max_word",

"type":

"text",

"fields":

{

"raw":

{

"type":

"keyword"

},

"pinyin0":

{

"analyzer":

"pinyin",

"type":

"text"

},

"pinyin1":

{

"analyzer":

"pinyin_analyzer_1",

"type":

"text"

},

"pinyin2":

{

"analyzer":

"pinyin_analyzer_2",

"type":

"text"

},

"s2t":

{

"analyzer":

"stconvert",

"type":

"text"

},

"t2s":

{

"analyzer":

"tsconvert",

"type":

"text"

},

"ac":

{

"analyzer":

"autocomplete_analyzer",

"type":

"text"

},

"cus1":

{

"analyzer":

"custom_analyzer_1",

"type":

"text"

},

"cus2":

{

"analyzer":

"custom_analyzer_2",

"type":

"text"

},

"cus3":

{

"analyzer":

"custom_analyzer_3",

"type":

"text"

}

}

},

"title":

{

"analyzer":

"ik_max_word",

"type":

"text"

},

"describe":

{

"analyzer":

"ik_smart",

"type":

"text"

},

"publish_time":

{

"type":

"date",

"format":

"yyyy-MM-ddHH:

mm:

ss||yyyy-MM-dd||epoch_millis"

}

}

}

}

'

ElasticSearch中新增数据

curl-H"Content-Type:

application/json"-XPOST'http:

//192.168.0.1:

9200/book_v2/_doc/1'-d'

{

"id":

"1",

"author":

"张三丰123",

"title":

"太极拳三十天入门到精通123",

"describe":

"手把手、一对一教学、三十天入门到精通,包教包会",

"publish_time":

"2019-08-2217:

48:

16"

}

'

curl-H"Content-Type:

application/json"-XPOST'http:

//192.168.0.1:

9200/book_v2/_doc/2'-d'

{

"id":

"2",

"author":

"张三丰abc",

"title":

"太极拳三十天入门到精通abc",

"describe":

"手把手、一对一教学、三十天入门到精通,包教包会",

"publish_time":

"2019-08-2217:

48:

16"

}

'

curl-H"Content-Type:

application/json"-XPOST'http:

//192.168.0.1:

9200/book_v2/_doc/3'-d'

{

"id":

"3",

"author":

"張三豐",

"title":

"太极拳三十天入门到精通",

"describe":

"手把手、一对一教学、三十天入门到精通,包教包会,龍馬精神",

"publish_time":

"2019-08-2217:

48:

16"

}

'

验证相关分词器

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"pinyin",

"text":

"张三丰"

}

'

"zhang","zsf","san","feng"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"pinyin_analyzer_1",

"text":

"张三丰"

}

'

"张三丰","zhang","zsf","san","feng"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"pinyin_analyzer_2",

"text":

"张三丰"

}

'

"z","zsf","s","f"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"stconvert",

"text":

"张三丰"

}

'

"張三豐"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"tsconvert",

"text":

"張三豐"

}

'

"张三丰"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"autocomplete_analyzer",

"text":

"张三丰"

}

'

"张","张三","张三丰"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"custom_analyzer_1",

"text":

"张三丰"

}

'

"z","zhang","zhangsanfeng","zsf","s","san","f","feng"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"custom_analyzer_2",

"text":

"张三丰"

}

'

"張三豐","張三","三","豐"

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_analyze?

pretty=true'-d'

{

"analyzer":

"custom_analyzer_3",

"text":

"張三豐"

}

'

"张","三","丰"

验证查询

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match":

{

"author":

"张三丰"

}

},

"from":

0,

"size":

10,

"highlight":

{

"pre_tags":

["

red\">"],

"post_tags":

[""],

"fields":

{

"author":

{}

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.t2s":

"张三丰"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.pinyin0":

"zhang"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.pinyin1":

"zhang"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.pinyin1":

"张三丰"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.pinyin2":

"zsf"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.cus1":

"zsf"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.cus2":

"丰"

}

}

}

'

curl-H"Content-Type:

application/json"-XGET'http:

//192.168.0.1:

9200/book_v2/_search?

pretty=true'-d'

{

"query":

{

"match_phrase":

{

"author.cus3":

"豐"

}

}

}

'

 

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