Elasticsearch學習(三)springboot整合ElasticSearch
文章目錄
前言
本篇主要對介紹springboot2.4.0整合ElasticSearch的步驟,通過springboot簡單的操作ElasticSearch。
提示:以下是本篇文章正文內容,下面案例可供參考
一、整合步驟
1、引入ElasticSearch依賴
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-elasticsearch</artifactId>
</dependency>
2、新增配置檔案
在appcation配置檔案中新增es的地址和埠
spring.elasticsearch.rest.uris=http://192.168.32.129:9200
3、建立實體類
@Data
@AllArgsConstructor
@NoArgsConstructor
@Document(indexName = "student", shards = 3, replicas = 2)
public class Student {
@Id
private Long id;
@Field(type = FieldType.Keyword, store = true)
private String name;
@Field(type = FieldType.Text, store = true,analyzer = "ik_max_word", searchAnalyzer = "ik_max_word")
private String description;
}
4、建立測試類
注入ElasticsearchRestTemplate,通過ElasticsearchRestTemplate來操作es
@RunWith(SpringRunner.class)
@SpringBootTest(classes = BizApp.class, webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
public class StudentTest {
@Autowired
private ElasticsearchRestTemplate restTemplate;
}
三、測試
1.建立索引
@Test
public void createIndexTest(){
//刪除舊索引
IndexOperations indexOperations = restTemplate.indexOps(Student.class);
if (indexOperations.exists()) {
indexOperations.delete();
}
//建立索引
boolean create = indexOperations.create();
Assert.assertTrue(create);
//建立對映資訊
boolean putMapping = indexOperations.putMapping();
Assert.assertTrue(putMapping);
}
2.新增資料
@Test
public void saveDataTest(){
//存入三條資料
Student student1 = new Student(1L,"張三","我是一個三好學生");
Student student2 = new Student(2L,"李四","我是一個愛逃課的學生");
Student student3 = new Student(3L,"王五","我是一個愛睡覺的學生");
ImmutableList<Student> students = ImmutableList.of(student1, student2, student3);
restTemplate.save(students);
}
3.檢索資料
【1】通過id查詢
查詢條件: id="2
@Test
public void searchByIdTest(){
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders.boolQuery().should(QueryBuilders.termQuery("id", 2L)));
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
SearchHits<Student> searchResult = restTemplate.search(searchQuery, Student.class);
Assert.assertTrue(searchResult.getTotalHits() == 1L);
searchResult.getSearchHits().forEach(System.out::println);
}
結果命中一條
SearchHit{id='2', score=1.0, sortValues=[], content=Student(id=2, name=李四, description=我是一個愛逃課的學生), highlightFields={}}
【2】通過keyword查詢
查詢條件: name=“張三”
@Test
public void searchByNameTest(){
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders.boolQuery().should(QueryBuilders.termQuery("name", "張三")));
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
SearchHits<Student> searchResult = restTemplate.search(searchQuery, Student.class);
Assert.assertTrue(searchResult.getTotalHits() == 1L);
searchResult.getSearchHits().forEach(System.out::println);
}
結果命中一條
SearchHit{id='1', score=1.0, sortValues=[], content=Student(id=1, name=張三, description=我是一個三好學生), highlightFields={}}
【3】通過text查詢
查詢條件: description=“三好”
@Test
public void searchByDescTest(){
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders.boolQuery().should(QueryBuilders.matchQuery("description", "三好")));
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
SearchHits<Student> searchResult = restTemplate.search(searchQuery, Student.class);
Assert.assertTrue(searchResult.getTotalHits() == 1L);
searchResult.getSearchHits().forEach(System.out::println);
}
結果命中一條帶有三好的
SearchHit{id='1', score=1.0, sortValues=[], content=Student(id=1, name=張三, description=我是一個三好學生), highlightFields={}}
【4】通過text多值查詢
查詢條件: description=“三好” 逃課"
@Test
public void searchByDescMultiValuesTest() {
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders
.boolQuery()
//1、一個termsQuery
.should(QueryBuilders.termsQuery("description", "三好", "逃課"))
//2、一個multiMatchQuery
// .should(QueryBuilders.multiMatchQuery("三好 逃課","description" ))
//3、多個termQuery組合
// .should(QueryBuilders.termQuery("description", "三好"))
// .should(QueryBuilders.termQuery("description", "逃課"))
);
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
SearchHits<Student> searchResult = restTemplate.search(searchQuery, Student.class);
Assert.assertTrue(searchResult.getTotalHits() == 2L);
searchResult.getSearchHits().forEach(System.out::println);
}
三種寫法結果都命中兩條
SearchHit{id='1', score=1.0, sortValues=[], content=Student(id=1, name=張三, description=我是一個三好學生), highlightFields={}}
SearchHit{id='2', score=1.0, sortValues=[], content=Student(id=2, name=李四, description=我是一個愛逃課的學生), highlightFields={}}
【5】通過多條件查詢
條件: id必須為1、name可以為張三、description不能包含睡覺
@Test
public void searchByMultiConditionTest() {
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders
.boolQuery()
.must(QueryBuilders.termQuery("id", 1L))
.should(QueryBuilders.termQuery("name", "張三"))
.mustNot(QueryBuilders.matchQuery("description", "睡覺"))
);
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
SearchHits<Student> searchResult = restTemplate.search(searchQuery, Student.class);
Assert.assertTrue(searchResult.getTotalHits() == 1L);
searchResult.getSearchHits().forEach(System.out::println);
}
命中一條
SearchHit{id='1', score=1.0, sortValues=[], content=Student(id=1, name=張三, description=我是一個三好學生), highlightFields={}}
3.更新資料
例:通過id更新其他欄位的資料
@Test
public void updateDataTest() {
ImmutableMap<String, Object> paramMap = ImmutableMap.of(
"name", "張三03",
"description", "我是一個優秀學生"
);
UpdateQuery build = UpdateQuery
.builder("1")
.withDocument(Document.from(paramMap))
.build();
UpdateResponse response = restTemplate.update(build, IndexCoordinates.of("student"));
Assert.assertEquals(response.getResult(),UpdateResponse.Result.UPDATED);
}
3.刪除資料
通過id刪除資料
@Test
public void deleteByIdTest() {
String id = restTemplate.delete("2", Student.class);
Assert.assertEquals(id, "2");
}
通過Query刪除資料
@Test
public void deleteDataByQueryTest() {
ConstantScoreQueryBuilder constantScoreQueryBuilder = QueryBuilders.
constantScoreQuery(QueryBuilders.boolQuery().should(QueryBuilders.termQuery("description", "學生")));
Query searchQuery = new NativeSearchQueryBuilder()
.withQuery(constantScoreQueryBuilder).build();
restTemplate.delete(searchQuery, Student.class);
}
刪除索引
@Test
public void deleteIndexTest() {
restTemplate.indexOps(Student.class).delete();
}
總結
本文主要介紹了在springboot通過ElasticsearchRestTemplate操作ElasticSearch的一些示例。
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