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Java教程——ElasticSearch Java API操作

本文讲述了Java教程——JElasticSearch Java API操作!具有很好的参考价值,希望对大家有所帮助。一起跟随六星小编过来看看吧,具体如下:

attachments-2023-06-PhYqQkaM64979addb8d83.png本文讲述了Java教程——JElasticSearch Java API操作!具有很好的参考价值,希望对大家有所帮助。一起跟随六星小编过来看看吧,具体如下:

Elasticsearch 是一个分布式、RESTful 风格的搜索和数据分析引擎,能够解决不断涌现出的各种用例。作为 Elastic Stack 的核心,它集中存储您的数据,帮助您发现意料之中以及意料之外的情况。

一、索引操作

pom.xml

 <dependencies>

         <dependency>

             <groupId>org.elasticsearch</groupId>

             <artifactId>elasticsearch</artifactId>

             <version>7.8.0</version>

         </dependency>

         <!-- elasticsearch 的客户端 -->

         <dependency>

             <groupId>org.elasticsearch.client</groupId>

             <artifactId>elasticsearch-rest-high-level-client</artifactId>

             <version>7.8.0</version>

         </dependency>

         <!-- elasticsearch 依赖 2.x 的 log4j -->

         <dependency>

             <groupId>org.apache.logging.log4j</groupId>

             <artifactId>log4j-api</artifactId>

             <version>2.8.2</version>

         </dependency>

         <dependency>

             <groupId>org.apache.logging.log4j</groupId>

             <artifactId>log4j-core</artifactId>

             <version>2.8.2</version>

         </dependency>

         <dependency>

             <groupId>com.fasterxml.jackson.core</groupId>

             <artifactId>jackson-databind</artifactId>

             <version>2.9.9</version>

         </dependency>

         <!-- junit 单元测试 -->

         <dependency>

             <groupId>junit</groupId>

             <artifactId>junit</artifactId>

             <version>4.12</version>

         </dependency>

     </dependencies>

1、创建索引

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

 

         CreateIndexResponse resp = esClient.indices().create(new CreateIndexRequest("user"), RequestOptions.DEFAULT);

         boolean acknowledged = resp.isAcknowledged();

         System.out.println(acknowledged);

         esClient.close();

2、查看索引

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

 

         GetIndexResponse resp = esClient.indices().get(new GetIndexRequest("user"), RequestOptions.DEFAULT);

         System.out.println(resp.getAliases());

         System.out.println(resp.getMappings());

         System.out.println(resp.getSettings());

         esClient.close();

3、删除索引

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

         AcknowledgedResponse resp = esClient.indices().delete(new DeleteIndexRequest("user"), RequestOptions.DEFAULT);

         System.out.println(resp.isAcknowledged());

         esClient.close();

二、文档操作

User.java

 public class User {

 

     private String name;

     private String sex;

     private Integer age;

 

     public String getName() {

         return name;

    }

 

     public void setName(String name) {

         this.name = name;

    }

 

     public String getSex() {

         return sex;

    }

 

     public void setSex(String sex) {

         this.sex = sex;

    }

 

     public Integer getAge() {

         return age;

    }

 

     public void setAge(Integer age) {

         this.age = age;

    }

 }

1、插入文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

 

         IndexRequest request=new IndexRequest();

         request.index("user").id("1001");

 

         User user=new User();

         user.setName("张三");

         user.setSex("男");

         user.setAge(30);

 

         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();

2、批量插入文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

         BulkRequest request = new BulkRequest("user");

        request.add(new IndexRequest().index("user").id("1001").source(XContentType.JSON,"name","张三","age",36,"sex","男"));

         request.add(new IndexRequest().index("user").id("1002").source(XContentType.JSON,"name","李四","age",35,"sex","女"));

         request.add(new IndexRequest().index("user").id("1003").source(XContentType.JSON,"name","王五1","age",34,"sex","男"));

         request.add(new IndexRequest().index("user").id("1004").source(XContentType.JSON,"name","王五2","age",33,"sex","女"));

         request.add(new IndexRequest().index("user").id("1005").source(XContentType.JSON,"name","王五3","age",32,"sex","男"));

         request.add(new IndexRequest().index("user").id("1006").source(XContentType.JSON,"name","王五4","age",31,"sex","女"));

 

         esClient.bulk(request,RequestOptions.DEFAULT);

 

         esClient.close();

3、修改文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

 

         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();

4、删除文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 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();

5、批量删除文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

         BulkRequest request = new BulkRequest("user");

 

         request.add(new DeleteRequest().index("user").id("1001"));

         request.add(new DeleteRequest().index("user").id("1002"));

         request.add(new DeleteRequest().index("user").id("1003"));

 

         esClient.bulk(request,RequestOptions.DEFAULT);

 

         esClient.close();



6、查询指定文档

 RestHighLevelClient esClient = new RestHighLevelClient(RestClient.builder(new HttpHost("master", 9200, "http")));

 

 

         GetRequest request=new GetRequest();

         request.index("user").id("1001");

         GetResponse response = esClient.get(request, RequestOptions.DEFAULT);

 

         System.out.println(response.getSourceAsString());

 

         esClient.close();

7、查询

全量查询

 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());

        }

条件查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         request.source(new SearchSourceBuilder().query(QueryBuilders.termQuery("sex","男")));

 

         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());

        }

分页查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());

         builder.from(0);

         builder.size(3);

 

         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());

        }

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());

        }

过滤字段

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());

         String[] excludes={};

         String[] includes={"name","age"};

         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());

        }

组合查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder();

         BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();

 

 //       boolQueryBuilder.must(QueryBuilders.matchQuery("sex","男"));

 //       boolQueryBuilder.mustNot(QueryBuilders.matchQuery("age",31));

         boolQueryBuilder.should(QueryBuilders.matchQuery("age",32));

         boolQueryBuilder.should(QueryBuilders.matchQuery("age",31));

 

 

         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());

        }

范围查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder();

         RangeQueryBuilder rangeQuery = QueryBuilders.rangeQuery("age");

 

         //大于等于

         rangeQuery.gte(33);

         //小于等于

         rangeQuery.lte(36);

 

         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());

        }

模糊查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder();

         FuzzyQueryBuilder fuzzyQuery = QueryBuilders.fuzzyQuery("name", "王五").fuzziness(Fuzziness.ONE);

 

 

         builder.query(fuzzyQuery);

 

         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());

        }

高亮查询

 SearchRequest request=new SearchRequest();

         request.indices("user");

 

         SearchSourceBuilder builder = new SearchSourceBuilder();

         TermQueryBuilder termQueryBuilder = QueryBuilders.termQuery("sex", "男");

         builder.query(termQueryBuilder);

 

         HighlightBuilder highlightBuilder=new HighlightBuilder();

         highlightBuilder.preTags("<font color='red'>");

         highlightBuilder.postTags("</font>");

         highlightBuilder.field("sex");

 

         builder.highlighter(highlightBuilder);

 

         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());

        }

聚合查询

 SearchRequest 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());

        }

分组查询

 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());

        }

 

 

         esClient.close();

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  • 发表于 2023-06-25 09:40
  • 阅读 ( 148 )
  • 分类:Java开发

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