Elasticsearch 自带一种自动补全类型 completion
这种类型不在mapping文档里面有点坑。
先直接上例子。
建立 index,把我们要自动补全的字段设置为 completion 类型
或者直接设置为子类型
PUT /blogs_completion/
{
"mappings": {
"tech": {
"properties": {
"body": {
"type": "completion"
}
}
}
}
}
// 设置为子类型
PUT /blogs_completion/
{
"mappings": {
"properties": {
"body": {
"type": "text",
"fields": {
"suggest":{
"type":"completion"
},
"keyword":{
"type":"keyword"
}
}
}
}
}
}
//填充测试用例inter开头文本,和inter 的变形单词inber等
POST _bulk/?refresh=true
{ "index" : { "_index" : "blogs_completion", "_type" : "tech" } }
{ "body": "interface test1"}
{ "index" : { "_index" : "blogs_completion", "_type" : "tech" } }
{ "body": "interf test2"}
{ "index" : { "_index" : "blogs_completion", "_type" : "tech" } }
{ "body": "inter test3"}
{ "index" : { "_index" : "blogs_completion", "_type" : "tech" } }
{ "body": "inber test"}
{ "index" : { "_index" : "blogs_completion", "_type" : "tech" } }
{ "body": "sinter test"}
// 使用带模糊匹配的 completion suggester 查询
POST blogs_completion/_search?pretty
{ "size": 0,
"suggest": {
"blog-suggest": {
"prefix": "inter",
"completion": {
"size":"5",
"field": "body",
"fuzzy" : {
"fuzziness" : 2
}
}
}
}
}
// 结果
{
"took" : 1,
"timed_out" : false,
"_shards" : {
"total" : 5,
"successful" : 5,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : 0,
"max_score" : 0.0,
"hits" : [ ]
},
"suggest" : {
"blog-suggest" : [
{
"text" : "inter",
"offset" : 0,
"length" : 5,
"options" : [
{
"text" : "inter test",
"_index" : "blogs_completion",
"_type" : "tech",
"_id" : "Fd_wOHABW8nrxgV2Ej6u",
"_score" : 3.0,
"_source" : {
"body" : "inter test"
}
},
{
"text" : "interf test",
"_index" : "blogs_completion",
"_type" : "tech",
"_id" : "FN_wOHABW8nrxgV2Ej6u",
"_score" : 3.0,
"_source" : {
"body" : "interf test"
}
},
{
"text" : "interface test",
"_index" : "blogs_completion",
"_type" : "tech",
"_id" : "E9_wOHABW8nrxgV2Ej6u",
"_score" : 3.0,
"_source" : {
"body" : "interface test"
}
},
{
"text" : "inber test",
"_index" : "blogs_completion",
"_type" : "tech",
"_id" : "HN__OHABW8nrxgV2lD4C",
"_score" : 2.0,
"_source" : {
"body" : "inber test"
}
}
]
}
]
}
}
概述:
Elasticsearch 自带 suggest query 的功能,作为自动补全和查询建议的工具,称为 suggester
分为四种:
- Term suggester
- Phrase Suggester
- Completion Suggester
- Context Suggester
Completion Suggester 已经可以满足我们一般的带模糊查询的前缀自动补全功能,
如果要做更复杂的自动补全,可以结合 term suggester 和 phrase suggester 和 completion,同时查询,合并结果,得到更复杂的结果
一般详细文档:
https://blog.csdn.net/wwd0501/article/details/80595201