ElasticSearch中基础API操作-创新互联
1:首先我们需要连接ElasticSearch客户端,需要一个连接操作:
名称栏目:ElasticSearch中基础API操作-创新互联
URL地址:http://lswzjz.com/article/igipc.html
RestHighLevelClient
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
public class ESTest_Client {public static void main(String[] args) throws Exception {// 创建ES客户端
RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 关闭ES客户端
esClient.close();
}
}
2:建立的客户端后,我们需要先进行索引的创建,查询,删除操作:
2.1:创建索引:CreateIndexRequest
响应:esClient.indices().create
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.CreateIndexRequest;
import org.elasticsearch.client.indices.CreateIndexResponse;
public class ESTest_Index_Create {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 创建索引
CreateIndexRequest request = new CreateIndexRequest("user");
CreateIndexResponse createIndexResponse =
esClient.indices().create(request, RequestOptions.DEFAULT);
// 响应状态
boolean acknowledged = createIndexResponse.isAcknowledged();
System.out.println("索引操作 :" + acknowledged);
esClient.close();
}
}
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响应:esClient.indices().get
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.CreateIndexRequest;
import org.elasticsearch.client.indices.CreateIndexResponse;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.client.indices.GetIndexResponse;
public class ESTest_Index_Search {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 查询索引
GetIndexRequest request = new GetIndexRequest("user");
GetIndexResponse getIndexResponse =
esClient.indices().get(request, RequestOptions.DEFAULT);
// 响应状态
System.out.println(getIndexResponse.getAliases());
System.out.println(getIndexResponse.getMappings());
System.out.println(getIndexResponse.getSettings());
esClient.close();
}
}
2.3:删除索引:DeleteIndexRequest
响应:esClient.indices().delete
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.action.admin.indices.delete.DeleteIndexRequest;
import org.elasticsearch.action.support.master.AcknowledgedResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.client.indices.GetIndexResponse;
public class ESTest_Index_Delete {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 查询索引
DeleteIndexRequest request = new DeleteIndexRequest("user");
AcknowledgedResponse response = esClient.indices().delete(request, RequestOptions.DEFAULT);
// 响应状态
System.out.println(response.isAcknowledged());
esClient.close();
}
}
3:索引创建好后我们需要将索引里面插入文档数据,包过数据的查询删除等等操作
3.1:将数据插入索引:IndexRequest
响应:esClient.index
3.1.1:首先建立一个实体类存放我们要插入的数据类:User#3.1.2:然后向对应的索引中插入数据:这里的步骤分三步:
(1):new出索引,并指向我们要插入数据的索引:request.index("user").id("1001");
(2):将数据插入到实体类,并要穿换成json格式:(3):默认响应:IndexResponse
:esClient.index
IndexResponse response = esClient.index(request, RequestOptions.DEFAULT);
package com.atguigu.es.test;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.http.HttpHost;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.client.indices.GetIndexResponse;
import org.elasticsearch.common.xcontent.XContentType;
public class ESTest_Doc_Insert {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 插入数据
IndexRequest request = new IndexRequest();
request.index("user").id("1001");
User user = new User();
user.setName("zhangsan");
user.setAge(30);
user.setSex("男");
// 向ES插入数据,必须将数据转换位JSON格式
ObjectMapper mapper = new ObjectMapper();
String userJson = mapper.writeValueAsString(user);
request.source(userJson, XContentType.JSON);
IndexResponse response = esClient.index(request, RequestOptions.DEFAULT);
System.out.println(response.getResult());
esClient.close();
}
}
3.2:修改索引中数据:UpdateRequest
响应:esClient.update
修改索引中的数据:跟上面类似,还是要先定位到哪个索引然后进行修改:package com.atguigu.es.test;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.http.HttpHost;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
public class ESTest_Doc_Update {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 修改数据
UpdateRequest request = new UpdateRequest();
request.index("user").id("1001");
request.doc(XContentType.JSON, "sex", "女");
UpdateResponse response = esClient.update(request, RequestOptions.DEFAULT);
System.out.println(response.getResult());
esClient.close();
}
}
3.3:查询索引中的数据:GetRequest
响应:esClient.get
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.action.get.GetRequest;
import org.elasticsearch.action.get.GetResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
public class ESTest_Doc_Get {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 查询数据
GetRequest request = new GetRequest();
request.index("user").id("1001");
GetResponse response = esClient.get(request, RequestOptions.DEFAULT);
System.out.println(response.getSourceAsString());
esClient.close();
}
}
3.4:删除索引中的文档(数据):DeleteRequest
响应:esClient.delete
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.delete.DeleteResponse;
import org.elasticsearch.action.get.GetRequest;
import org.elasticsearch.action.get.GetResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
public class ESTest_Doc_Delete {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
DeleteRequest request = new DeleteRequest();
request.index("user").id("1001");
DeleteResponse response = esClient.delete(request, RequestOptions.DEFAULT);
System.out.println(response.toString());
esClient.close();
}
}
3.5:批量插入数据:BulkRequest
响应:esClient.bulk
相当于就是在一个BulkRequest
里面包含很多IndexRequest().index
package com.atguigu.es.test;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.http.HttpHost;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
public class ESTest_Doc_Insert_Batch {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 批量插入数据
BulkRequest request = new BulkRequest();
// request.add(new IndexRequest().index("user").id("1001").source(XContentType.JSON, "name", "zhangsan", "age",30,"sex","男"));
// request.add(new IndexRequest().index("user").id("1002").source(XContentType.JSON, "name", "lisi", "age",30,"sex","女"));
// request.add(new IndexRequest().index("user").id("1003").source(XContentType.JSON, "name", "wangwu", "age",40,"sex","男"));
// request.add(new IndexRequest().index("user").id("1004").source(XContentType.JSON, "name", "wangwu1", "age",40,"sex","女"));
// request.add(new IndexRequest().index("user").id("1005").source(XContentType.JSON, "name", "wangwu2", "age",50,"sex","男"));
// request.add(new IndexRequest().index("user").id("1006").source(XContentType.JSON, "name", "wangwu3", "age",50,"sex","男"));
//request.add(new IndexRequest().index("user").id("1007").source(XContentType.JSON, "name", "wangwu44", "age",60,"sex","男"));
//request.add(new IndexRequest().index("user").id("1008").source(XContentType.JSON, "name", "wangwu555", "age",60,"sex","男"));
request.add(new IndexRequest().index("user").id("1009").source(XContentType.JSON, "name", "wangwu66666", "age",60,"sex","男"));
BulkResponse response = esClient.bulk(request, RequestOptions.DEFAULT);
System.out.println(response.getTook());
System.out.println(response.getItems());
esClient.close();
}
}
3.6:批量删除:BulkRequest
响应:esClient.bulk
,相当于一个BulkRequest
里面包含很多DeleteRequest().index
package com.atguigu.es.test;
import org.apache.http.HttpHost;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
public class ESTest_Doc_Delete_Batch {public static void main(String[] args) throws Exception {RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 批量删除数据
BulkRequest request = new BulkRequest();
request.add(new DeleteRequest().index("user").id("1001"));
request.add(new DeleteRequest().index("user").id("1002"));
request.add(new DeleteRequest().index("user").id("1003"));
BulkResponse response = esClient.bulk(request, RequestOptions.DEFAULT);
System.out.println(response.getTook());
System.out.println(response.getItems());
esClient.close();
}
}
3.7:全量查询:SearchRequest
响应:esClient.search
注意变化:request.indices("user");
RestHighLevelClient esClient = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http"))
);
// 1. 查询索引中全部的数据
SearchRequest request = new SearchRequest();
request.indices("user");
request.source(new SearchSourceBuilder().query(QueryBuilders.matchAllQuery()));
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.8:条件查询:与全量查询变化:QueryBuilders.termQuery("age", 30)
// 2. 条件查询 : termQuery
SearchRequest request = new SearchRequest();
request.indices("user");
request.source(new SearchSourceBuilder().query(QueryBuilders.termQuery("age", 30)));
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.9:分页查询builder.from(2); builder.size(2);
3. 分页查询
SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
// (当前页码-1)*每页显示数据条数
builder.from(2);
builder.size(2);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.10:查询排序:builder.sort("age", SortOrder.DESC);
// 4. 查询排序
SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
//
builder.sort("age", SortOrder.DESC);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.11:过滤字段builder.fetchSource(includes, excludes);
// 5. 过滤字段
SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
//
String[] excludes = {"age"};
String[] includes = {};
builder.fetchSource(includes, excludes);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.12:组合查询 : // 6. 组合查询
SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
//boolQueryBuilder.must(QueryBuilders.matchQuery("age", 30));
//boolQueryBuilder.must(QueryBuilders.matchQuery("sex", "男"));
//boolQueryBuilder.mustNot(QueryBuilders.matchQuery("sex", "男"));
boolQueryBuilder.should(QueryBuilders.matchQuery("age", 30));
boolQueryBuilder.should(QueryBuilders.matchQuery("age", 40));
builder.query(boolQueryBuilder);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.13:范围查询 :QueryBuilders.rangeQuery("age");
SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
RangeQueryBuilder rangeQuery = QueryBuilders.rangeQuery("age");
rangeQuery.gte(30);
rangeQuery.lt(50);
builder.query(rangeQuery);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.14:模糊查询:QueryBuilders.fuzzyQuery("name","wangwu").fuzziness(Fuzziness.TWO)
Fuzziness.TWO:意思就是字符差两个就可以查出来,代表模糊的范围SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
builder.query(QueryBuilders.fuzzyQuery("name", "wangwu").fuzziness(Fuzziness.TWO));
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.15:高亮查询:SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
TermsQueryBuilder termsQueryBuilder = QueryBuilders.termsQuery("name", "zhangsan");
HighlightBuilder highlightBuilder = new HighlightBuilder();
highlightBuilder.preTags("");
highlightBuilder.postTags("");
highlightBuilder.field("name");
builder.highlighter(highlightBuilder);
builder.query(termsQueryBuilder);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.16:聚合查询:(求大最小)对age字段取大:maxAgeSearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
AggregationBuilder aggregationBuilder = AggregationBuilders.max("maxAge").field("age");
builder.aggregation(aggregationBuilder);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
3.17:分组查询 terms(“ageGroup”).field(“age”);: 根据年龄分组SearchRequest request = new SearchRequest();
request.indices("user");
SearchSourceBuilder builder = new SearchSourceBuilder();
AggregationBuilder aggregationBuilder = AggregationBuilders.terms("ageGroup").field("age");
builder.aggregation(aggregationBuilder);
request.source(builder);
SearchResponse response = esClient.search(request, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
System.out.println(hits.getTotalHits());
System.out.println(response.getTook());
for ( SearchHit hit : hits ) {System.out.println(hit.getSourceAsString());
}
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名称栏目:ElasticSearch中基础API操作-创新互联
URL地址:http://lswzjz.com/article/igipc.html