目录
Java API操作
创建Maven项目
客户端对象
索引操作
创建索引
查看索引
删除索引
文档操作
新增文档
修改文档
查询文档
删除文档
批量操作
高级查询
请求体查询
高亮查询
聚合查询
Java API操作
Elasticsearch软件是由Java语言开发的,所以也可以通过Java API的方式对Elasticsearch服务进行访问
创建Maven项目
我们在IDEA开发工具中创建Maven项目(模块也可)ES??????
修改pom文件,增加Maven依赖关系
<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>
客户端对象
创建com.atguigu.es.test.Elasticsearch01_Client类,代码中创建Elasticsearch客户端对象
因为早期版本的客户端对象已经不再推荐使用,且在未来版本中会被删除,所以这里我们采用高级REST客户端对象???
// 创建客户端对象
RestHighLevelClient client = new RestHighLevelClient(
??????? RestClient.builder(new HttpHost("localhost", 9200, "http"))
)
// 关闭客户端连接
client.close();
注意:9200端口为Elasticsearch的Web通信端口,localhost为启动ES服务的主机名
执行代码,查看控制台信息:???
索引操作
ES服务器正常启动后,可以通过Java API 客户端对象对ES索引进行操作
创建索引
// 创建索引 - 请求对象
CreateIndexRequest request = new CreateIndexRequest("user");
// 发送请求,获取响应
CreateIndexResponse response = client.indices().create(request, RequestOptions.DEFAULT);
boolean acknowledged = response.isAcknowledged();
// 响应状态
System.out.println("操作状态 = " + acknowledged);
操作结果:?????
查看索引
// 查询索引 - 请求对象
GetIndexRequest request = new GetIndexRequest("user");
// 发送请求,获取响应
GetIndexResponse response = client.indices().get(request, RequestOptions.DEFAULT);
System.out.println("aliases:"+response.getAliases());
System.out.println("mappings:"+response.getMappings());
System.out.println("settings:"+response.getSettings());
操作结果:?????
删除索引
// 删除索引 - 请求对象
DeleteIndexRequest request = new DeleteIndexRequest("user");
// 发送请求,获取响应
AcknowledgedResponse response = client.indices().delete(request, RequestOptions.DEFAULT);
// 操作结果
System.out.println("操作结果 : " + response.isAcknowledged());
操作结果:?????
文档操作
新增文档
创建数据模型
class User {
private String name;
private Integer age;
private String sex;
public String getName() {
return name;
}
public void setName(String name)
this.name = name;
}
public Integer getAge() {
return age;
}
public void setAge(Integer age) {
this.age = age;
}
public String getSex() {
return sex;
}
public void setSex(String sex) {
this.sex = sex;
}
}
??????????????????????????
创建数据,添加到文档中
// 新增文档 - 请求对象
IndexRequest request = new IndexRequest();
// 设置索引及唯一性标识
request.index("user").id("1001");
// 创建数据对象
User user = new User();
user.setName("zhangsan");
user.setAge(30);
user.setSex("男");
ObjectMapper objectMapper = new ObjectMapper();
String productJson = objectMapper.writeValueAsString(user);
// 添加文档数据,数据格式为JSON格式
request.source(productJson,XContentType.JSON);
// 客户端发送请求,获取响应对象
IndexResponse response = client.index(request, RequestOptions.DEFAULT);
3.打印结果信息
System.out.println("_index:" + response.getIndex());
System.out.println("_id:" + response.getId());
System.out.println("_result:" + response.getResult());??????????????????????????????
操作结果:?????
修改文档
// 修改文档 - 请求对象
UpdateRequest request = new UpdateRequest();
// 配置修改参数
request.index("user").id("1001");
// 设置请求体,对数据进行修改
request.doc(XContentType.JSON, "sex", "女");
// 客户端发送请求,获取响应对象
UpdateResponse response = client.update(request, RequestOptions.DEFAULT);
System.out.println("_index:" + response.getIndex());
System.out.println("_id:" + response.getId());
System.out.println("_result:" + response.getResult());
执行结果:???
查询文档
//1.创建请求对象
GetRequest request = new GetRequest().index("user").id("1001");
//2.客户端发送请求,获取响应对象
GetResponse response = client.get(request, RequestOptions.DEFAULT);
3.打印结果信息
System.out.println("_index:" + response.getIndex());
System.out.println("_type:" + response.getType());
System.out.println("_id:" + response.getId());
System.out.println("source:" + response.getSourceAsString());
执行结果为:??????
删除文档
//创建请求对象
DeleteRequest request = new DeleteRequest().index("user").id("1");
//客户端发送请求,获取响应对象
DeleteResponse response = client.delete(request, RequestOptions.DEFAULT);
//打印信息
System.out.println(response.toString());
执行结果为:??????
批量操作
//创建批量新增请求对象
BulkRequest request = new BulkRequest();
request.add(new IndexRequest().index("user").id("1001").source(XContentType.JSON, "name", "zhangsan"));
request.add(new IndexRequest().index("user").id("1002").source(XContentType.JSON, "name", "lisi"));
request.add(new IndexRequest().index("user").id("1003").source(XContentType.JSON, "name", "wangwu"));
//客户端发送请求,获取响应对象
BulkResponse responses = client.bulk(request, RequestOptions.DEFAULT);
//打印结果信息
System.out.println("took:" + responses.getTook());
System.out.println("items:" + responses.getItems());
执行结果为:
//创建批量删除请求对象
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"));
//客户端发送请求,获取响应对象
BulkResponse responses = client.bulk(request, RequestOptions.DEFAULT);
//打印结果信息
System.out.println("took:" + responses.getTook());
System.out.println("items:" + responses.getItems());
执行结果为:
高级查询
请求体查询
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
// 查询所有数据
sourceBuilder.query(QueryBuilders.matchAllQuery());
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.termQuery("age", "30"));
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
?
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.matchAllQuery());
// 分页查询
// 当前页其实索引(第一条数据的顺序号),from
sourceBuilder.from(0);
// 每页显示多少条size
sourceBuilder.size(2);
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
?
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.matchAllQuery());
// 排序
sourceBuilder.sort("age", SortOrder.ASC);
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.matchAllQuery());
//查询字段过滤
String[] excludes = {};
String[] includes = {"name", "age"};
sourceBuilder.fetchSource(includes, excludes);
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
// 必须包含
boolQueryBuilder.must(QueryBuilders.matchQuery("age", "30"));
// 一定不含
boolQueryBuilder.mustNot(QueryBuilders.matchQuery("name", "zhangsan"));
// 可能包含
boolQueryBuilder.should(QueryBuilders.matchQuery("sex", "男"));
sourceBuilder.query(boolQueryBuilder);
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
?
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
RangeQueryBuilder rangeQuery = QueryBuilders.rangeQuery("age");
// 大于等于
rangeQuery.gte("30");
// 小于等于
rangeQuery.lte("40");
sourceBuilder.query(rangeQuery);
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
?
// 创建搜索请求对象
SearchRequest request = new SearchRequest();
request.indices("student");
// 构建查询的请求体
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.fuzzyQuery("name","zhangsan").fuzziness(Fuzziness.ONE));
request.source(sourceBuilder);
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
// 查询匹配
SearchHits hits = response.getHits();
System.out.println("took:" + response.getTook());
System.out.println("timeout:" + response.isTimedOut());
System.out.println("total:" + hits.getTotalHits());
System.out.println("MaxScore:" + hits.getMaxScore());
System.out.println("hits========>>");
for (SearchHit hit : hits) {
??? //输出每条查询的结果信息
??? System.out.println(hit.getSourceAsString());
}
System.out.println("<<========");
?
高亮查询
// 高亮查询
SearchRequest request = new SearchRequest().indices("student");
//2.创建查询请求体构建器
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
//构建查询方式:高亮查询
TermsQueryBuilder termsQueryBuilder = QueryBuilders.termsQuery("name","zhangsan");
//设置查询方式
sourceBuilder.query(termsQueryBuilder);
//构建高亮字段
HighlightBuilder highlightBuilder = new HighlightBuilder();
highlightBuilder.preTags("<font color='red'>");//设置标签前缀
highlightBuilder.postTags("</font>");//设置标签后缀
highlightBuilder.field("name");//设置高亮字段
//设置高亮构建对象
sourceBuilder.highlighter(highlightBuilder);
//设置请求体
request.source(sourceBuilder);
//3.客户端发送请求,获取响应对象
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
//4.打印响应结果
SearchHits hits = response.getHits();
System.out.println("took::"+response.getTook());
System.out.println("time_out::"+response.isTimedOut());
System.out.println("total::"+hits.getTotalHits());
System.out.println("max_score::"+hits.getMaxScore());
System.out.println("hits::::>>");
for (SearchHit hit : hits) {
??? String sourceAsString = hit.getSourceAsString();
??? System.out.println(sourceAsString);
??? //打印高亮结果
??? Map<String, HighlightField> highlightFields = hit.getHighlightFields();
??? System.out.println(highlightFields);
}
System.out.println("<<::::");
?
聚合查询
// 高亮查询
SearchRequest request = new SearchRequest().indices("student");
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.aggregation(AggregationBuilders.max("maxAge").field("age"));
//设置请求体
request.source(sourceBuilder);
//3.客户端发送请求,获取响应对象
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
//4.打印响应结果
SearchHits hits = response.getHits();
System.out.println(response);
?
// 高亮查询
SearchRequest request = new SearchRequest().indices("student");
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.aggregation(AggregationBuilders.terms("age_groupby").field("age"));
//设置请求体
request.source(sourceBuilder);
//3.客户端发送请求,获取响应对象
SearchResponse response = client.search(request, RequestOptions.DEFAULT);
//4.打印响应结果
SearchHits hits = response.getHits();
System.out.println(response);
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