搜索的时候,可能输入的搜索文本会出现误拼写的情况
doc1: hello world
doc2: hello java
搜索:hallo world
fuzzy搜索技术 --> 自动将拼写错误的搜索文本,进行纠正,纠正以后去尝试匹配索引中的数据
POST /my_index/my_type/_bulk
{ "index": { "_id": 1 }}
{ "text": "Surprise me!"}
{ "index": { "_id": 2 }}
{ "text": "That was surprising."}
{ "index": { "_id": 3 }}
{ "text": "I wasn't surprised."}
GET /my_index/my_type/_search
{
"query": {
"fuzzy": {
"text": {
"value": "surprize",
"fuzziness": 2
}
}
}
}
surprize --> 拼写错误 --> surprise --> s -> z
surprize --> surprise -> z -> s,纠正一个字母,就可以匹配上,所以在fuziness指定的2范围内
surprize --> surprised -> z -> s,末尾加个d,纠正了2次,也可以匹配上,在fuziness指定的2范围内
surprize --> surprising -> z -> s,去掉e,ing,3次,总共要5次,才可以匹配上,始终纠正不了
fuzzy搜索以后,会自动尝试将你的搜索文本进行纠错,然后去跟文本进行匹配
fuzziness,你的搜索文本最多可以纠正几个字母去跟你的数据进行匹配,默认如果不设置,就是2
GET /my_index/my_type/_search
{
"query": {
"match": {
"text": {
"query": "SURPIZE ME",
"fuzziness": "AUTO",
"operator": "and"
}
}
}
}