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使用ElasticSearch实现检索词补全功能

使用ElasticSearch实现检索词补全功能

作者: Super岩岩 | 来源:发表于2019-08-02 21:05 被阅读0次

    需求说明
    系统是基于ES进行检索,在输入检索内容时,需要自动补全后续内容,例如输入【危害】,会自动提示【危害国家安全、危害民众安全】等信息;
    这里使用ElasticSearch提供的Completion Suggester功能;
    创建字典索引
    需要创建个字典索引,用于获取检索补全字段,字典索引存入的内容为和检索内容相关的信息;

    PUT /word_suggest
    {
      
    }
    

    配置字典索引
    由于检索内容为中文,需要配置索引为ik分词,同时需要指定一个completion字段,该字段就是用于检索补全字段的

    POST /word_suggest/_doc/_mapping
    {
      "properties":{
        "ay": {
          "type": "text",
          "analyzer": "ik_smart"
        },
        "ay_suggest": {
          "type": "completion",
          "analyzer": "ik_smart",
          "search_analyzer": "ik_smart"
        }
      }
    }
    

    查找检索补全字段

    POST /word_suggest/_doc/_search
    { "size": 0,
      "suggest": {
        "word-suggest": {
          "prefix": "妨害",
          "completion": {
            "size":5,
            "field": "ay_suggest"
          }
        }
      }
    }
    

    注意,size是指返回检索词补全词的数量
    返回信息

    {
      "took" : 2,
      "timed_out" : false,
      "_shards" : {
        "total" : 5,
        "successful" : 5,
        "skipped" : 0,
        "failed" : 0
      },
      "hits" : {
        "total" : 0,
        "max_score" : 0.0,
        "hits" : [ ]
      },
      "suggest" : {
        "word-suggest" : [
          {
            "text" : "妨害",
            "offset" : 0,
            "length" : 2,
            "options" : [
              {
                "text" : "妨害传染病防治罪",
                "_index" : "word_suggest",
                "_type" : "_doc",
                "_id" : "XSLBU2wB395bxDYHz0KK",
                "_score" : 1.0,
                "_source" : {
                  "ay_suggest" : "妨害传染病防治罪",
                  "ay" : "妨害传染病防治罪"
                }
              },
              {
                "text" : "妨害作证罪",
                "_index" : "word_suggest",
                "_type" : "_doc",
                "_id" : "UCLBU2wB395bxDYHy0JQ",
                "_score" : 1.0,
                "_source" : {
                  "ay_suggest" : "妨害作证罪",
                  "ay" : "妨害作证罪"
                }
              },
              {
                "text" : "妨害信用卡管理罪",
                "_index" : "word_suggest",
                "_type" : "_doc",
                "_id" : "I5PBU2wB0JRN9nVotC93",
                "_score" : 1.0,
                "_source" : {
                  "ay_suggest" : "妨害信用卡管理罪",
                  "ay" : "妨害信用卡管理罪"
                }
              },
              {
                "text" : "妨害公务罪",
                "_index" : "word_suggest",
                "_type" : "_doc",
                "_id" : "SJPBU2wB0JRN9nVoxC9t",
                "_score" : 1.0,
                "_source" : {
                  "ay_suggest" : "妨害公务罪",
                  "ay" : "妨害公务罪"
                }
              },
              {
                "text" : "妨害动植物防疫、检疫罪",
                "_index" : "word_suggest",
                "_type" : "_doc",
                "_id" : "apPBU2wB0JRN9nVo0S8I",
                "_score" : 1.0,
                "_source" : {
                  "ay_suggest" : "妨害动植物防疫、检疫罪",
                  "ay" : "妨害动植物防疫、检疫罪"
                }
              }
            ]
          }
        ]
      }
    }
    
    

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