1、数据准备

首先创建book索引

PUT /book/
{
"settings": {
"number_of_shards": 1,
"number_of_replicas": 0
},
"mappings": {
"properties": {
"name": {
"type": "text",
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart"
},
"description": {
"type": "text",
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart"
},
"studymodel": {
"type": "keyword"
},
"price": {
"type": "double"
},
"timestamp": {
"type": "date",
"format": "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis"
},
"pic": {
"type": "text",
"index": false
}
}
}
}

添加测试数据

PUT /book/_doc/1
{
"name": "Bootstrap开发",
"description": "Bootstrap是一个非常流行的开发框架。此开发框架可以帮助不擅长css页面开发的程序人员轻松的实现一个css,不受浏览器限制的精美界面css效果。",
"studymodel": "201002",
"price": 38.6,
"timestamp": "2019-08-25 19:11:35",
"pic": "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags": [
"bootstrap",
"dev"
]
} PUT /book/_doc/2
{
"name": "java编程思想",
"description": "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel": "201001",
"price": 68.6,
"timestamp": "2019-08-25 19:11:35",
"pic": "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags": [
"java",
"dev"
]
} PUT /book/_doc/3
{
"name": "spring开发基础",
"description": "spring 在java领域非常流行,java程序员都在用。",
"studymodel": "201001",
"price": 88.6,
"timestamp": "2019-08-24 19:11:35",
"pic": "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags": [
"spring",
"java"
]
}

2、match_all搜索

match_all用来搜索全部记录,先回顾下语法

GET /book/_search
{
"query": {
"match_all": {}
}
}

返回

{
"took" : 0,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 3,
"relation" : "eq"
},
"max_score" : 1.0,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "1",
"_score" : 1.0,
"_source" : {
"name" : "Bootstrap开发",
"description" : "Bootstrap是一个非常流行的开发框架。此开发框架可以帮助不擅长css页面开发的程序人员轻松的实现一个css,不受浏览器限制的精美界面css效果。",
"studymodel" : "201002",
"price" : 38.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"bootstrap",
"dev"
]
}
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : 1.0,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
}
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "3",
"_score" : 1.0,
"_source" : {
"name" : "spring开发基础",
"description" : "spring 在java领域非常流行,java程序员都在用。",
"studymodel" : "201001",
"price" : 88.6,
"timestamp" : "2019-08-24 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"spring",
"java"
]
}
}
]
}
}

Java代码

    @Test
public void testSearchAll() throws IOException { //1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
searchSourceBuilder.query(QueryBuilders.matchAllQuery()); //获取某些字段
// searchSourceBuilder.fetchSource(new String[]{"name"}, new String[]{}); searchRequest.source(searchSourceBuilder); //2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT); //3获取结果
SearchHits hits = searchResponse.getHits(); //数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) { String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("=========================="); }
}

返回结果

3、IDs搜索

IDs用来搜索指定id的记录,先回顾下语法

GET /book/_search
{
"query": {
"ids": {
"values": [1,4,100]
}
}
}

只有id为1才存在数据,id为4,id为100均无数据

{
"took" : 2,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 1,
"relation" : "eq"
},
"max_score" : 1.0,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "1",
"_score" : 1.0,
"_source" : {
"name" : "Bootstrap开发",
"description" : "Bootstrap是一个非常流行的开发框架。此开发框架可以帮助不擅长css页面开发的程序人员轻松的实现一个css,不受浏览器限制的精美界面css效果。",
"studymodel" : "201002",
"price" : 38.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"bootstrap",
"dev"
]
}
}
]
}
}

Java代码

    //ids搜索
@Test
public void testSearchIds() throws IOException { //1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
searchSourceBuilder.query(QueryBuilders.idsQuery().addIds("1","4","100")); searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits(); //数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

4、match搜索

match就是普通的分词搜索,先回顾下语法

GET /book/_search
{
"query": {
"match": {
"description": "java程序员"
}
}
}

返回结果

{
"took" : 88,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 2,
"relation" : "eq"
},
"max_score" : 1.9788694,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "3",
"_score" : 1.9788694,
"_source" : {
"name" : "spring开发基础",
"description" : "spring 在java领域非常流行,java程序员都在用。",
"studymodel" : "201001",
"price" : 88.6,
"timestamp" : "2019-08-24 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"spring",
"java"
]
}
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : 0.51124346,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
}
}
]
}
}

Java代码

    //match搜索  普通搜索
@Test
public void testSearchMatch() throws IOException { //1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
searchSourceBuilder.query(QueryBuilders.matchQuery("description", "java程序员"));
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

5、term搜索

不会对搜索关键词进行分词,代表精确匹配

GET /book/_search
{
"query": {
"term": {
"description": "java程序员"
}
}
}

无结果返回,原因description已被分词,无java程序员这个单独词汇

{
"took" : 0,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 0,
"relation" : "eq"
},
"max_score" : null,
"hits" : [ ]
}
}

Java代码

    //term 搜索
@Test
public void testSearchTerm() throws IOException {
//1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
searchSourceBuilder.query(QueryBuilders.termQuery("description", "java程序员"));
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

同样无返回结果。

6、multi_match多字段搜索

同时匹配多个字段进行搜索,先回顾下语法

GET /book/_search
{
"query": {
"multi_match": {
"query": "java程序员",
"fields": [
"name",
"description"
]
}
}
}

namedescription中包含关键词的结果返回

{
"took" : 54,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 2,
"relation" : "eq"
},
"max_score" : 1.9788694,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "3",
"_score" : 1.9788694,
"_source" : {
"name" : "spring开发基础",
"description" : "spring 在java领域非常流行,java程序员都在用。",
"studymodel" : "201001",
"price" : 88.6,
"timestamp" : "2019-08-24 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"spring",
"java"
]
}
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : 0.9331132,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
}
}
]
}
}

Java代码

    //multi_match搜索  多字段搜索
@Test
public void testSearchMultiMatch() throws IOException {
//1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
searchSourceBuilder.query(QueryBuilders.multiMatchQuery("java程序员","name","description"));
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

7、bool搜索

bool搜索类似于数据库中的and or关键词,先回顾下语法,搜索namedescription必须包含java程序员,或者studymodel包含201001的数据

GET /book/_search
{
"query": {
"bool": {
"must": [
{
"multi_match": {
"query": "java程序员",
"fields": [
"name",
"description"
]
}
}
],
"should": [
{
"match": {
"studymodel": "201001"
}
}
]
}
}
}

返回结果

{
"took" : 50,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 2,
"relation" : "eq"
},
"max_score" : 2.448873,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "3",
"_score" : 2.448873,
"_source" : {
"name" : "spring开发基础",
"description" : "spring 在java领域非常流行,java程序员都在用。",
"studymodel" : "201001",
"price" : 88.6,
"timestamp" : "2019-08-24 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"spring",
"java"
]
}
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : 1.4031168,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
}
}
]
}
}

Java代码

    //bool搜索
@Test
public void testSearchBool() throws IOException {
//1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
//构建multiMatch请求
MultiMatchQueryBuilder multiMatchQueryBuilder = QueryBuilders.multiMatchQuery("java程序员", "name", "description");
//构建match请求
MatchQueryBuilder matchQueryBuilder = QueryBuilders.matchQuery("studymodel", "201001");
BoolQueryBuilder boolQueryBuilder=QueryBuilders.boolQuery();
boolQueryBuilder.must(multiMatchQueryBuilder);
boolQueryBuilder.should(matchQueryBuilder);
searchSourceBuilder.query(boolQueryBuilder);
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

8、filter过滤

对搜索进行过滤,注意与query进行区别,先回顾下语法,搜索namedescription必须包含java程序员,或者studymodel包含201001,price在50至70范围内

GET /book/_search
{
"query": {
"bool": {
"must": [
{
"multi_match": {
"query": "java程序员",
"fields": [
"name",
"description"
]
}
}
],
"should": [
{
"match": {
"studymodel": "201001"
}
}
],
"filter": {
"range": {
"price": {
"gte": 50,
"lte": 70
}
}
}
}
}
}

返回结果

{
"took" : 1,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 1,
"relation" : "eq"
},
"max_score" : 1.4031168,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : 1.4031168,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
}
}
]
}
}

Java代码

    //filter搜索
@Test
public void testSearchFilter() throws IOException {
//1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
//构建multiMatch请求
MultiMatchQueryBuilder multiMatchQueryBuilder = QueryBuilders.multiMatchQuery("java程序员", "name", "description");
//构建match请求
MatchQueryBuilder matchQueryBuilder = QueryBuilders.matchQuery("studymodel", "201001");
BoolQueryBuilder boolQueryBuilder=QueryBuilders.boolQuery();
boolQueryBuilder.must(multiMatchQueryBuilder);
boolQueryBuilder.should(matchQueryBuilder);
boolQueryBuilder.filter(QueryBuilders.rangeQuery("price").gte(50).lte(70));
searchSourceBuilder.query(boolQueryBuilder);
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

9、sort排序

对搜索进行排序,注意与query进行区别,先回顾下语法,搜索namedescription必须包含java程序员,或者studymodel包含201001,price在50至90范围内,按照price升序

GET /book/_search
{
"query": {
"bool": {
"must": [
{
"multi_match": {
"query": "java程序员",
"fields": [
"name",
"description"
]
}
}
],
"should": [
{
"match": {
"studymodel": "201001"
}
}
],
"filter": {
"range": {
"price": {
"gte": 50,
"lte": 90
}
}
}
}
},
"sort": [
{
"price": {
"order": "asc"
}
}
]
}

返回结果

{
"took" : 2,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 2,
"relation" : "eq"
},
"max_score" : null,
"hits" : [
{
"_index" : "book",
"_type" : "_doc",
"_id" : "2",
"_score" : null,
"_source" : {
"name" : "java编程思想",
"description" : "java语言是世界第一编程语言,在软件开发领域使用人数最多。",
"studymodel" : "201001",
"price" : 68.6,
"timestamp" : "2019-08-25 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"java",
"dev"
]
},
"sort" : [
68.6
]
},
{
"_index" : "book",
"_type" : "_doc",
"_id" : "3",
"_score" : null,
"_source" : {
"name" : "spring开发基础",
"description" : "spring 在java领域非常流行,java程序员都在用。",
"studymodel" : "201001",
"price" : 88.6,
"timestamp" : "2019-08-24 19:11:35",
"pic" : "group1/M00/00/00/wKhlQFs6RCeAY0pHAAJx5ZjNDEM428.jpg",
"tags" : [
"spring",
"java"
]
},
"sort" : [
88.6
]
}
]
}
}

Java代码

    //sort搜索
@Test
public void testSearchSort() throws IOException {
//1构建搜索请求
SearchRequest searchRequest = new SearchRequest("book");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
//构建multiMatch请求
MultiMatchQueryBuilder multiMatchQueryBuilder = QueryBuilders.multiMatchQuery("java程序员", "name", "description");
//构建match请求
MatchQueryBuilder matchQueryBuilder = QueryBuilders.matchQuery("studymodel", "201001");
BoolQueryBuilder boolQueryBuilder=QueryBuilders.boolQuery();
boolQueryBuilder.must(multiMatchQueryBuilder);
boolQueryBuilder.should(matchQueryBuilder);
boolQueryBuilder.filter(QueryBuilders.rangeQuery("price").gte(50).lte(90));
searchSourceBuilder.query(boolQueryBuilder);
//按照价格升序
searchSourceBuilder.sort("price", SortOrder.ASC);
searchRequest.source(searchSourceBuilder);
//2执行搜索
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
//3获取结果
SearchHits hits = searchResponse.getHits();
//数据数据
SearchHit[] searchHits = hits.getHits();
System.out.println("--------------------------");
for (SearchHit hit : searchHits) {
String id = hit.getId();
float score = hit.getScore();
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
String name = (String) sourceAsMap.get("name");
String description = (String) sourceAsMap.get("description");
Double price = (Double) sourceAsMap.get("price");
System.out.println("id:" + id);
System.out.println("name:" + name);
System.out.println("description:" + description);
System.out.println("price:" + price);
System.out.println("==========================");
}
}

返回结果

10、总结

  1. 在实际的应用过程要注意灵活变通,搜索方式方法不要一成不变,要思考为什么这种方式能够搜索出来结果,还要思考搜索结果的正确与否
  2. 在上面的学习过程中,应该也能发现规律,Java代码中构建搜索请求与rest 风格的语法及其类似,包括其搜索方式、代码层级。所以在实际应用中,要先在kibana中完善搜索代码,只要kibana中能够搜索出来,Java代码一般来说也能行,这样能够缩短代码调试的时间。

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