c# - ElasticSearch搜索结果不佳

Question

我对ElasticSearch相当陌生，在获取我认为不错的搜索结果时遇到了问题。我的目标是能够根据用户输入的短语搜索药物索引(6个字段)。可能是一个或多个字。我尝试了几种方法，但下面将概述迄今为止找到的最佳方法。让我知道我在做什么错。我猜我缺少基本的东西。

这是我正在处理的字段的子集

...
    "hits": [
         {
            "_index": "indexus2",
            "_type": "Medication",
            "_id": "17471",
            "_score": 8.829264,
            "_source": {
               "SearchContents": " chew chewable oral po tylenol",
               "MedShortDesc": "Tylenol PO Chew",
               "MedLongDesc": "Tylenol Oral Chewable"
               "GenericDesc": "ACETAMINOPHEN ORAL"
               ...
            }
         }
         ...

我要搜索的字段使用Edge NGram分析器。我正在使用C#Nest库进行索引

 settings.Analysis.Tokenizers.Add("edgeNGram", new EdgeNGramTokenizer()
            {
                MaxGram = 50,
                MinGram = 2,
                TokenChars = new List<string>() { "letter", "digit" }
            });

    settings.Analysis.Analyzers.Add("edgeNGramAnalyzer", new CustomAnalyzer()
            {
                Filter = new string[] { "lowercase" },
                Tokenizer = "edgeNGram"
            });

我正在对有问题的字段使用more_like_this查询

GET indexus2/Medication/_search
{
  "query": {
    "more_like_this" : {
        "fields" : ["MedShortDesc", 
                    "MedLongDesc", 
                    "GenericDesc",
                    "SearchContents"],
        "like_text" : "vicodin",
        "min_term_freq" : 1,
        "max_query_terms" : 25,
        "min_word_len": 2
    }
  }
}

问题在于，对于“vicodin”的搜索，我希望首先看到与完整作品相匹配的内容，但我没有。这是该查询结果的子集。维柯丁直到第7个结果才出现

"hits": [
         {
            "_index": "indexus2",
            "_type": "Medication",
            "_id": "31192",
            "_score": 4.567309,
            "_source": {
               "SearchContents": " oral po victrelis",
               "MedShortDesc": "Victrelis PO",
               "MedLongDesc": "Victrelis Oral",
               "RepresentativeRoutedGenericDesc": "BOCEPREVIR ORAL",
               ...
            }
         }
         <5 more similar results>
         {
            "_index": "indexus2",
            "_type": "Medication",
            "_id": "26198",
            "_score": 2.2836545,
            "_source": {
               "SearchContents": " (original 5 500 feeding mg strength) tube via vicodin",
               "MedShortDesc": "Vicodin 5 mg-500 mg (Original Strength) via feeding tube",
               "MedLongDesc": "Vicodin 5 mg-500 mg (Original Strength) via feeding tube",
               "GenericDesc": "HYDROCODONE BITARTRATE/ACETAMINOPHEN ORAL",
             ...
            }
          }

场映射

"OrderableMedLongDesc": {
      "type": "string",
      "analyzer": "edgeNGramAnalyzer"
},
"OrderableMedShortDesc": {
       "type": "string",
       "analyzer": "edgeNGramAnalyzer"
},
"RepresentativeRoutedGenericDesc": {
       "type": "string",
       "analyzer": "edgeNGramAnalyzer"
},
"SearchContents": {
       "type": "string",
        "analyzer": "edgeNGramAnalyzer"
},

这是ES为我的分析器设置显示的内容

          "analyzer": {
             "edgeNGramAnalyzer": {
                 "type": "custom",
                 "filter": [
                    "lowercase"
                 ],
                 "tokenizer": "edgeNGram"
              }
           },
           "tokenizer": {
              "edgeNGram": {
                 "min_gram": "2",
                 "type": "edgeNGram",
                 "max_gram": "50"
              }
           }

Answer 1

按照上面的映射，edgeNGramAnalyzer是字段的search-analyzer，结果搜索查询也将获得“edge ngrammed”。您可能不希望这样。

更改映射以仅将index_analyzer选项设置为edgeNgramAnalyzer。

然后，search_analyzer将默认为standard。

例:

"SearchContents": {
       "type": "string",
        "index_analyzer": "edgeNGramAnalyzer"
},