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elasticsearchfenciqi character filter ,tokenizer,token filter2023-09-02 18:14¡¤panzuofenciqi£ºguifanhua£ºnormalizationzifuguolvqi£ºcharacter filterfenciqi£ºtokenizerlingpaiguolvqi£ºtoken filterwulunshineizhidefenxiqi£¨analyzer£©£¬huanshizidingyidefenxiqi£¨analyzer£©£¬duyousanzhonggoujiankuaizuchengde£ºcharacter filters £¬ tokenizers £¬ token filters¡£neizhideanalyzerjiangzhexiegoujiankuaiyuxiandabaodaoshihebutongyuyanhewenbenleixingdeanalyzerzhong¡£Character filters £¨zifuguolvqi£©zifuguolvqiyizifuliudexingshijieshouyuanshiwenben£¬bingkeyitongguotianjia¡¢shanchuhuogenggaizifulaizhuanhuangailiu¡£julilaishuo£¬yigezifuguolvqikeyiyonglaibaalaboshuzi£¨??????????£©zhuanchengchengArabic-Latindedengjiawu£¨0123456789£©¡£yigefenxiqikenengyou0gehuoduogezifuguolvqi£¬tamenanshunxuyingyong¡££¨PS£ºleisiServletzhongdeguolvqi£¬huozhelanjieqi£¬xiangxiangyixiayouyigeguolvqilian£©Tokenizer £¨fenciqi£©yigefenciqijieshouyigezifuliu£¬bingjiangqichaifenchengdangetoken £¨tongchangshidangedanci£©£¬bingshuchuyigetokenliu¡£liru£¬yigewhitespacefenciqidangtakandaokongbaideshihoujiuhuijiangwenbenchaifenchengtoken¡£tahuijiangwenben¡°Quick brown fox!¡±zhuanhuanwei[Quick, brown, fox!]£¨PS£ºTokenizer fuzejiangwenbenchaifenchengdangetoken £¬zhelitokenjiuzhidejiushiyigeyigededanci¡£jiushiyiduanwenbenbeifengechenghaojibufen£¬xiangdangyuJavazhongdezifuchuande split £©fenciqihuanfuzejilumeigetermdeshunxuhuoweizhi£¬yijigaitermsuobiaoshideyuandancidekaishihejieshuzifupianyiliang¡££¨PS£ºwenbenbeifencihoudeshuchushiyigetermshuzu£©yigefenxiqibixuzhinengyouyigefenciqiToken filters £¨tokenguolvqi£©tokenguolvqijieshoutokenliu£¬bingqiekenenghuitianjia¡¢shanchuhuogenggaitokens¡£liru£¬yigelowercase token filterkeyijiangsuoyoudetokenzhuanchengxiaoxie¡£stop token filterkeyishanchuchangyongdedanci£¬biru the ¡£synonym token filterkeyijiangtongyiciyinrutokenliu¡£buyunxutokenguolvqigenggaimeigetokendeweizhihuozifupianyiliang¡£yigefenxiqikenengyou0gehuoduogetokenguolvqi£¬tamenanshunxuyingyong¡£xiaojie&huiguanalyzer£¨fenxiqi£©shiyigebao£¬zhegebaoyousanbufenzucheng£¬fenbieshi£ºcharacter filters £¨zifuguolvqi£©¡¢tokenizer£¨fenciqi£©¡¢token filters£¨tokenguolvqi£©yigeanalyzerkeyiyou0gehuoduogecharacter filtersyigeanalyzeryouqiezhinengyouyigetokenizeryigeanalyzerkeyiyou0gehuoduogetoken filterscharacter filter shizuozifuzhuanhuande£¬tajieshoudeshiwenbenzifuliu£¬shuchuyeshizifuliutokenizer shizuofencide£¬tajieshouzifuliu£¬shuchutokenliu£¨wenbenchaifenhoubianchengyigeyigedanci£¬zhexiedancijiaotoken£©token filter shizuotokenguolvde£¬tajieshoutokenliu£¬shuchuyeshitokenliuyoucikejian£¬zhenggeanalyzeryaozuodeshiqingjiushijiangwenbenchaifenchengdangedanci£¬wenben ----> zifu ----> token1 normalization£ºwendangguifanhua,tigaozhaohuilvtingyongcishitaizhuanhuandaxiaoxietongyiciyuqici#normalizationGET _analyze{ "text": "Mr. Ma is an excellent teacher", "analyzer": "english"}2 zifuguolvqi£¨character filter£©£ºfencizhiqiandeyuchuli£¬guolvwuyongzifuHTML StripMappingPattern ReplaceHTML Strip##HTML Strip Character Filter###ceshishuju

I'm so happy!

DELETE my_indexPUT my_index{ "settings": { "analysis": { "char_filter": { "my_char_filter£¨zidingyidefenxiqimingzi£©":{ "type":"html_strip", "escaped_tags":["a"] } }, "analyzer": { "my_analyzer":{ "tokenizer":"keyword", "char_filter":["my_char_filter(zidingyidefenxiqimingzi)"] } } } }}GET my_index/_analyze{ "analyzer": "my_analyzer", "text": "

I'm so happy!

"}Mapping##Mapping Character Filter DELETE my_indexPUT my_index{ "settings": { "analysis": { "char_filter": { "my_char_filter":{ "type":"mapping", "mappings":[ "gun => *", "la => *", "ji => *" ] } }, "analyzer": { "my_analyzer":{ "tokenizer":"keyword", "char_filter":["my_char_filter"] } } } }}GET my_index/_analyze{ "analyzer": "my_analyzer", "text": "nijiushigelaji£¡gun"}Pattern Replace##Pattern Replace Character Filter #17611001200DELETE my_indexPUT my_index{ "settings": { "analysis": { "char_filter": { "my_char_filter":{ "type":"pattern_replace", "pattern":"(\\d{3})\\d{4}(\\d{4})", "replacement":"$1****$2" } }, "analyzer": { "my_analyzer":{ "tokenizer":"keyword", "char_filter":["my_char_filter"] } } } }}GET my_index/_analyze{ "analyzer": "my_analyzer", "text": "nindeshoujihaoshi17611001200"}3 lingpaiguolvqi£¨token filter£©--tingyongci¡¢shitaizhuanhuan¡¢daxiaoxiezhuanhuan¡¢tongyicizhuanhuan¡¢yuqicichulideng¡£biru£ºhas=>have him=>he apples=>apple the/oh/a=>gandiaodaxiaoxieshitaitingyongcitongyiciyuqici#token filterDELETE test_indexPUT /test_index{ "settings": { "analysis": { "filter": { "my_synonym": { "type": "synonym_graph", "synonyms_path": "analysis/synonym.txt" } }, "analyzer": { "my_analyzer": { "tokenizer": "ik_max_word", "filter": [ "my_synonym" ] } } } }}GET test_index/_analyze{ "analyzer": "my_analyzer", "text": ["mengdiudiu£¬daG£¬badao£¬daG"]}GET test_index/_analyze{ "analyzer": "ik_max_word", "text": ["benchiGji"]}jinyicipipeiDELETE test_indexPUT /test_index{ "settings": { "analysis": { "filter": { "my_synonym": { "type": "synonym", "synonyms": ["zhao,qian,sun,li=>wu","zhou=>wang"] } }, "analyzer": { "my_analyzer": { "tokenizer": "standard", "filter": [ "my_synonym" ] } } } }}GET test_index/_analyze{ "analyzer": "my_analyzer", "text": ["zhao,qian,sun,li","zhou"]}daxiaoxie#daxiaoxieGET test_index/_analyze{ "tokenizer": "standard", "filter": ["lowercase"], "text": ["AASD ASDA SDASD ASDASD"]}GET test_index/_analyze{ "tokenizer": "standard", "filter": ["uppercase"], "text": ["asdasd asd asg dsfg gfhjsdf asfdg g"]}#changduxiaoyu5dezhuandaxieGET test_index/_analyze{ "tokenizer": "standard", "filter": { "type": "condition", "filter":"uppercase", "script": { "source": "token.getTerm().length() < 5" } }, "text": ["asdasd asd asg dsfg gfhjsdf asfdg g"]}zhuanxiaoxiezhuandaxiechangduxiaoyu5dezhuandaxietingyongcihttps://www.elastic.co/guide/en/elasticsearch/reference/7.10/analysis-stop-tokenfilter.html#tingyongciDELETE test_indexPUT /test_index{ "settings": { "analysis": { "analyzer": { "my_analyzerzidingyimingzi": { "type": "standard", "stopwords":["me","you"] } } } }}GET test_index/_analyze{ "analyzer": "my_analyzerzidingyimingzi", "text": ["Teacher me and you in the china"]}#####fanhui teacher and you in the chinaguanfanganli£ºguanfangzhichide token filterhttps://www.elastic.co/guide/en/elasticsearch/reference/7.10/analysis-stop-tokenfilter.html4 fenciqi£¨tokenizer£©£ºqiecimorenfenciqi£ºstandard£¨yingwenqiege£¬genjukongbaiqiege£©zhongwenfenciqi£ºikfencihttps://www.elastic.co/guide/en/elasticsearch/reference/7.10/analysis-whitespace-tokenizer.htmlpeizhineizhidefenxiqineizhidefenxiqibuyongrenhepeizhijiukeyizhijieshiyong¡£dangran£¬morenpeizhishikeyigenggaide¡£liru£¬standardfenxiqikeyipeizhiweizhichitingzhiziliebiao:curl -X PUT "localhost:9200/my_index" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "std_english": { "type": "standard", "stopwords": "_english_" } } } }, "mappings": { "_doc": { "properties": { "my_text": { "type": "text", "analyzer": "standard", "fields": { "english": { "type": "text", "analyzer": "std_english" } } } } } }}'zaizhegelizizhong£¬womenjiyustandardfenxiqilaidingyiliaoyigestd_englisthfenxiqi£¬tongshipeizhiweishanchuyudingyideyingyutingzhiciliebiao¡£houmiandemappingzhong£¬dingyiliaomy_textziduanyongstandard£¬my_text.englishyongstd_englishfenxiqi¡£yinci£¬xiamianlianggedefencijieguohuishizheyangde£ºcurl -X POST "localhost:9200/my_index/_analyze" -H 'Content-Type: application/json' -d'{ "field": "my_text", "text": "The old brown cow"}'curl -X POST "localhost:9200/my_index/_analyze" -H 'Content-Type: application/json' -d'{ "field": "my_text.english", "text": "The old brown cow"}'diyigeyouyuyongdestandardfenxiqi£¬yincifencidejieguoshi£º[ the, old, brown, cow ]diergeyongstd_englishfenxidejieguoshi£º[ old, brown, cow ]--------------------------Standard Analyzer £¨moren£©---------------------------ruguomeiyoutebiezhidingdehua£¬standard shimorendefenxiqi¡£tatigongliaojiyuyufadebiaojihua£¨jiyuUnicodewenbenfengesuanfa£©£¬shiyongyudaduoshuyuyan¡£liru£ºcurl -X POST "localhost:9200/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "standard", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'shangmianlizizhong£¬naduanwenbenjianghuishuchuruxiaterms£º[ the, 2, quick, brown, foxes, jumped, over, the, lazy, dog's, bone ]-------------------anli3---------------------biaozhunfenxiqijieshouxialiecanshu£ºmax_token_length £º zuidatokenchangdu£¬moren255stopwords £º yudingyidetingzhiciliebiao£¬ru_english_ huo baohantingzhiciliebiaodeshuzu£¬morenshi _none_stopwords_path £º baohantingzhicidewenjianlujingcurl -X PUT "localhost:9200/my_index" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "my_english_analyzer": { "type": "standard", "max_token_length": 5, "stopwords": "_english_" } } } }}'curl -X POST "localhost:9200/my_index/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "my_english_analyzer", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'yishangshuchuxialieterms:[ 2, quick, brown, foxes, jumpe, d, over, lazy, dog's, bone ]---------------------dingyi--------------------standardfenxiqiyouxialieliangbufenzucheng£ºTokenizerStandard TokenizerToken FiltersStandard Token FilterLower Case Token FilterStop Token Filter £¨morenbeijinyong£©nihuankeyizidingyicurl -X PUT "localhost:9200/standard_example" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "rebuilt_standard": { "tokenizer": "standard", "filter": [ "lowercase" ] } } } }}'-------------------- Simple Analyzer---------------------------simple fenxiqidangtayudaozhiyaobushizimudezifu£¬jiujiangwenbenjiexichengterm£¬erqiesuoyoudetermdushixiaoxiede¡£liru£ºcurl -X POST "localhost:9200/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "simple", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'shurujieguoruxia£º[ the, quick, brown, foxes, jumped, over, the, lazy, dog, s, bone ]5 changjianfenciqi£ºstandard analyzer£ºmorenfenciqi£¬zhongwenzhichidebulixiang£¬huizhuzichaifen¡£keywordfenciqi£¬buduishurudetextneirongzuorenehechuli£¬ershijiangzhenggeshurutextzuoweiyigetokenpattern tokenizer£ºyizhengzepipeifengefu£¬bawenbenchaifenchengruogancixiang¡£simple pattern tokenizer£ºyizhengzepipeicixiang£¬sudubipattern tokenizerkuai¡£whitespace analyzer£ºyikongbaifufenge Tim_cookie6 zidingyifenciqi£ºcustom analyzerchar_filter£ºneizhihuozidingyizifuguolvqi ¡£token filter£ºneizhihuozidingyitoken filter ¡£tokenizer£ºneizhihuozidingyifenciqi¡£fenciqi£¨Analyzer£©you0gehuozheduogezifuguolvqi£¨Character Filter£©£¬1gebiaojishengchengqi£¨Tokenizer£©£¬0gehuozheduogebiaojiguolvqi£¨Token Filter£©zuchengshuobailiaojiushijiangyiduanwenbenjingguochulihoushuchuchengdangedangedanciPUT custom_analysis{ "settings":{ "analysis":{ } }}#zidingyifenciqiDELETE custom_analysisPUT custom_analysis{ "settings": { "analysis": {#diyibu£ºzifuguolvqi jieshouyuanshiwenben£¬bingkeyitongguotianjia£¬shanchuhuozhegenggaizifulaizhuanhuanzifuchuan£¬zhuanhuanchengkeshibiededezifuchuan "char_filter": { "my_char_filter": { "type": "mapping", "mappings": [ "& => and", "| => or" ] }, "html_strip_char_filter":{ "type":"html_strip", "escaped_tags":["a"] } }, "filter": { #disanbu£ºlingpai£¨token£©guolvqi £¬jieshouqiegehaodetokenliu£¨danci£¬term£©£¬bingqiehuitianjia£¬shanchuhuozhegenggaitokens£¬ ru£ºlowercase token fileterkeyibasuoyoutoken£¨danci£©zhuanchengxiaoxie£¬stop token filtertingyongci£¬keyishanchuchangyongdedanci£» synonym token filter keyijiangtongyiciyinrutokenliu "my_stopword": { "type": "stop", "stopwords": [ "is", "in", "the", "a", "at", "for" ] } }, "tokenizer": {#di2bu£ºfenciqi£¬qiegedian£¬qiegechengyigegedangedetoken£¨danci£©£¬bingshuchutokenliu¡£tahuijiangwenben¡°Quick brown fox!¡±zhuanhuanwei[Quick, brown, fox!]£¬jiushiyiduanwenbenbeifengechenghaojibufen¡£ "my_tokenizer": { "type": "pattern", "pattern": "[ ,.!?]" } }, "analyzer": { "my_analyzer":{ "type":"custom",#gaosu "char_filter":["my_char_filter","html_strip_char_filter"], "filter":["my_stopword","lowercase"], "tokenizer":"my_tokenizer" } } } }}GET custom_analysis/_analyze{ "analyzer": "my_analyzer", "text": ["What is ,as.df ss

in ? &

| is ! in the a at for "]}------------------------------ziyiding2---------------------------------------------curl -X PUT "localhost:9200/simple_example" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "rebuilt_simple": { "tokenizer": "lowercase", "filter": [ ] } } } }}'Whitespace Analyzerwhitespace fenxiqi£¬dangtayudaokongbaizifushi£¬jiujiangwenbenjiexichengtermsshili£ºcurl -X POST "localhost:9200/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "whitespace", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'shuchujieguoruxia£º[ The, 2, QUICK, Brown-Foxes, jumped, over, the, lazy, dog's, bone. ]------------------------------Stop Analyzer-----------------top fenxiqi he simple fenxiqihenxiang£¬weiyibutongdeshi£¬stop fenxiqizengjialiaoduishanchutingzhicidezhichi¡£morenyongdetingzhicishi _englisht_£¨PS£ºyisishi£¬jiasheyouyijuhua¡°this is a apple¡±£¬bingqiejiashe¡°this¡± he ¡°is¡±dushitingzhici£¬nameyongsimpledehuashuchuhuishi[ this , is , a , apple ]£¬eryongstopshuchudejieguohuishi[ a , apple ]£¬daozhelijiukanchuerzhedequbieliao£¬stop buhuishuchutingzhici£¬yejiushishuotaburenweitingzhicishiyigeterm£©£¨PS£ºsuoweidetingzhici£¬keyilijieweifengefu£©curl -X POST "localhost:9200/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "stop", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'shuchu[ quick, brown, foxes, jumped, over, lazy, dog, s, bone ]stop jieshouyixiacanshu£ºstopwords £º yigeyudingyidetingzhiciliebiao£¨biru£¬_englisht_£©huozheshiyigebaohantingzhicideliebiao¡£morenshi _english_stopwords_path £º baohantingzhicidewenjianlujing¡£zhegelujingshixiangduiyuElasticsearchdeconfigmuludeyigelujingcurl -X PUT "localhost:9200/my_index" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "my_stop_analyzer": { "type": "stop", "stopwords": ["the", "over"] } } } }}'shangmianpeizhiliaoyigestopfenxiqi£¬tadetingzhiciyouliangge£ºthe he overcurl -X POST "localhost:9200/my_index/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "my_stop_analyzer", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'jiyuyishangpeizhi£¬zhegeqingqiushuruhuishizheyangde£º[ quick, brown, foxes, jumped, lazy, dog, s, bone ]Pattern Analyzercurl -X POST "localhost:9200/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "pattern", "text": "The 2 QUICK Brown-Foxes jumped over the lazy dog\u0027s bone."}'youyumorenanzhaofeidancizifufenge£¬yincishuchuhuishizheyangde£º[ the, 2, quick, brown, foxes, jumped, over, the, lazy, dog, s, bone ]pattern fenxiqijieshouruxiacanshu£ºpattern £º yigeJavazhengzebiaodashi£¬moren \W+flags £º Javazhengzebiaodashiflags¡£biru£ºCASE_INSENSITIVE ¡¢COMMENTSlowercase £º shifoujiangtermsquanbuzhuanchengxiaoxie¡£morentruestopwords £º yigeyudingyidetingzhiciliebiao£¬huozhebaohantingzhicideyigeliebiao¡£morenshi _none_stopwords_path £º tingzhiciwenjianlujingcurl -X PUT "localhost:9200/my_index" -H 'Content-Type: application/json' -d'{ "settings": { "analysis": { "analyzer": { "my_email_analyzer": { "type": "pattern", "pattern": "\\W|_", "lowercase": true } } } }}'shangmiandelizizhongpeizhiliaoanzhaofeidancizifuhuozhexiahuaxianfenge£¬bingqieshuchudetermdushixiaoxiecurl -X POST "localhost:9200/my_index/_analyze" -H 'Content-Type: application/json' -d'{ "analyzer": "my_email_analyzer", "text": "John_Smith@foo-bar.com"}'yinci£¬jiyuyishangpeizhi£¬benlishuchuruxia£º[ john, smith, foo, bar, com ]Language Analyzerszhichibutongyuyanhuanjingxiadewenbenfenxi¡£neizhi£¨yudingyi£©deyuyanyou£ºarabic, armenian, basque, bengali, brazilian, bulgarian, catalan, cjk, czech, danish, dutch, english, finnish, french, galician, german, greek, hindi, hungarian, indonesian, irish, italian, latvian, lithuanian, norwegian, persian, portuguese, romanian, russian, sorani, spanish, swedish, turkish, thai7 zhongwenfenciqi£ºikfencianzhuanghebushuikxiazaidizhi£ºhttps://github.com/medcl/elasticsearch-analysis-ikGithubjiasuqi£ºhttps://github.com/fhefh2015/Fast-GitHubchuangjianchajianwenjianjia cd your-es-root/plugins/ && mkdir ikjiangchajianjieyasuodaowenjianjia your-es-root/plugins/ikzhongxinqidongesIKwenjianmiaoshuIKAnalyzer.cfg.xml£ºIKfencipeizhiwenjianzhuciku£ºmain.dicyingwentingyongci£ºstopword.dic£¬buhuijianlizaidaopaisuoyinzhongteshuciku£ºquantifier.dic£ºteshuciku£ºjiliangdanweidengsuffix.dic£ºteshuciku£ºxingzhengdanweisurname.dic£ºteshuciku£ºbaijiaxingpreposition£ºteshuciku£ºyuqicizidingyiciku£ºwangluocihui¡¢liuxingci¡¢zizaocidengiktigongdeliangzhonganalyzer:ik_max_wordhuijiangwenbenzuozuixilidudechaifen£¬biruhuijiang¡°zhonghuarenmingongheguoguoge¡±chaifenwei¡°zhonghuarenmingongheguo,zhonghuarenmin,zhonghua,huaren,renmingongheguo,renmin,ren,min,gongheguo,gonghe,he,guoguo,guoge¡±£¬huiqiongjingezhongkenengdezuhe£¬shihe Term Query£»ik_smart: 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