如何解决ES查询以匹配查询中尽可能多的单词
索引中有几百万个文档。
我有一个句子,想检索与许多单词匹配的文档。我只需要搜索一个字段content
curl -X GET "xxx.com:9200/test/_search?pretty" -H 'Content-Type: application/json' -d'
{
"query" : {
"bool" : { "must" : [{"term": {"content": {"value": "popular artworks of Banksy"}}}]
}}
}
'
我希望查询中包含尽可能多的单词的文档越多越好。如果文档中的文字出现了许多艺术品,班克斯语和一些流行文字,则应将其打高分。 另外,是否可以将比其他单词更常见的单词的匹配权重降低?比Banksy更受欢迎。我知道我可以使用升压。但是我不想手动设置这些值。我希望对它有一个隐含的理解。
解决方法
添加包含索引数据,搜索查询和搜索结果的工作示例。
有关match_phrase查询和bool queries的ES文档,以获取详细说明。
索引数据:
{
"content":"popular popular popular artworks artworks Banksy"
}
{
"content":"popular artworks Banksy"
}
{
"content":"popular popular artworks Banksy"
}
{
"content": "popular artworks Banksy Banksy"
}
{
"content": "popular popular popular artworks artworks artworks Banksy"
}
搜索查询:
{
"query": {
"bool": {
"should": [
{
"match": {
"content": "popular artworks of Banksy"
}
},{
"match_phrase":{
"content":"popular artworks Banksy Banksy"
}
}
]
}
}
}
搜索结果:
"hits": [
{
"_index": "test1","_type": "_doc","_id": "4","_score": 0.4776722,"_source": {
"content": "popular artworks Banksy Banksy"
}
},{
"_index": "test1","_id": "5","_score": 0.22413516,"_source": {
"content": "popular popular popular artworks artworks artworks Banksy"
}
},"_id": "1","_score": 0.22279418,"_source": {
"content": "popular popular popular artworks artworks Banksy"
}
},"_id": "3","_score": 0.21652403,"_source": {
"content": "popular popular artworks Banksy"
}
},"_id": "2","_score": 0.21318543,"_source": {
"content": "popular artworks Banksy"
}
}
]
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