elasticsearch 6.x 与elasticsearch 7.x 与elasticsearch 8.x配置与使用(Java)
前些天看完了一本关于elasticsearch的书籍,并且做了一个elasticsearch相关项目,对与es也算是有了一定程度的了解,不过看书向来都是一边看一边忘的,以此文章记录一些es的简单用法。依赖由于本人用的es版本为es 7.2的镜像,故所有依赖都是es 7.2 版本。以下为依赖代码。<dependency><groupId>org.elast...
前些天看完了一本关于elasticsearch的书籍,并且做了一个elasticsearch相关项目,对与es也算是有了一定程度的了解,不过看书向来都是一边看一边忘的,以此文章记录一些es的简单用法。
依赖
由于本人用的es版本为es 7.2的镜像,故所有依赖都是es 7.2 版本。以下为依赖代码。
<dependency>
<groupId>org.elasticsearch</groupId>
<artifactId>elasticsearch</artifactId>
<version>7.2.0</version>
</dependency>
<!--这个依赖 7.x 版本可以不添加,但是由于本人代码用到,所以不去除-->
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>transport</artifactId>
<version>7.2.0</version>
</dependency>
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>elasticsearch-rest-high-level-client</artifactId>
<version>7.2.0</version>
</dependency>
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>elasticsearch-rest-client</artifactId>
<version>7.2.0</version>
</dependency>
配置
下面为ElasticsearchConfig的配置代码
import org.apache.http.HttpHost;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.transport.TransportClient;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.transport.TransportAddress;
import org.elasticsearch.transport.client.PreBuiltTransportClient;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import java.net.InetAddress;
/**
* @Author lidai
* @Date 2020/1/7 16:20
*/
@Configuration
public class ElasticsearchConfig {
@Value("${elasticsearch.host}")
private String host;
@Value("${elasticsearch.port}")
private int port;
@Value("${elasticsearch.scheme}")
private String scheme;
@Value("${elasticsearch.timeout}")
private int timeout;
@Bean(name = "highLevelClient")
public RestHighLevelClient restHighLevelClient() {
//可以传httpHost数组
RestClientBuilder builder = RestClient.builder(new HttpHost(host, port, scheme));
builder.setRequestConfigCallback(requestConfigBuilder -> {
//设置超时
return requestConfigBuilder.setSocketTimeout(timeout);
});
return new RestHighLevelClient(builder);
}
/**
* es7 已废弃 TransportClient,但是代码记录中用到,故留存。7.x版本可以直接舍弃
*
* @return
*/
@Bean
public TransportClient transportClient() {
try {
Settings settings = Settings.builder().put("cluster.name", "elasticsearch")
.put("client.transport.sniff", true)
.build();
TransportClient transportClient = new PreBuiltTransportClient(settings);
TransportAddress address = new TransportAddress(InetAddress.getByName(host), port);
transportClient.addTransportAddress(address);
return transportClient;
} catch (Exception e) {
e.printStackTrace();
return null;
}
}
}
工具类
es 6.x中好像在存储或修改时不能直接使用json字符串了(我记得是这样,如果能用就更好了),所以需要使用XContentBuilder来对字段进行处理,以下是一个处理的工具类
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import org.elasticsearch.common.xcontent.XContentBuilder;
import java.io.IOException;
import java.util.Map;
/**
* @Author lidai
* @Date 2020/1/7 18:14
*/
public class ElasticsearchUtils {
/**
* 将实体转化为 XContentBuilder 以便存储es
*
* @param xContentBuilder
* @param object
* @return
*/
public static XContentBuilder objectToXContentBuilder(XContentBuilder xContentBuilder, Object object) {
try {
JSONObject jsonObject = JSON.parseObject(JSON.toJSONString(object));
xContentBuilder.startObject();
for (Map.Entry<String, Object> entry : jsonObject.entrySet()) {
xContentBuilder.field(entry.getKey(), entry.getValue());
}
xContentBuilder.endObject();
} catch (IOException e) {
e.printStackTrace();
}
return xContentBuilder;
}
}
示例代码
以下为增删改查的Java示例代码 ,目前代码都是es6.x版本,7.x版本有时间在加上去。值得注意的是es7.x中 TransportClient类已经过期。所以以下示例代码中凡是使用TransportClient的示例代码均为 elasticsearch 6.x 版本。
import com.alibaba.fastjson.JSONObject;
import com.demo.interview.es.domain.ElasticsearchPage;
import com.demo.interview.es.domain.Person;
import com.demo.interview.es.utils.ElasticsearchUtils;
import lombok.extern.slf4j.Slf4j;
import org.elasticsearch.ElasticsearchException;
import org.elasticsearch.action.admin.indices.analyze.AnalyzeRequest;
import org.elasticsearch.action.admin.indices.analyze.AnalyzeResponse;
import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.support.WriteRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.transport.TransportClient;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.common.xcontent.XContentFactory;
import org.elasticsearch.index.query.BoolQueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.sort.SortOrder;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.util.StringUtils;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.io.IOException;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
/**
* @Author lidai
* @Date 2020/1/7 18:12
*/
@Slf4j
@RestController
@RequestMapping("/elasticsearch")
public class ElasticsearchController {
static DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
static DateTimeFormatter formatter2 = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
static Person person = new Person(1L, "test", 20, 0, LocalDate.parse("2020-01-01").format(formatter), "备注", LocalDateTime.now().format(formatter2));
final String DEMO_INDEX = "demo_index";
final String DEMO_TYPE = "demo_type";
@Autowired
@Qualifier(value = "highLevelClient")
private RestHighLevelClient highLevelClient;
@Autowired
private TransportClient transportClient;
/**
* 新增
*
* @param person
* @throws Exception
*/
public void createIndex(Person person) throws Exception {
XContentBuilder xContentBuilder = XContentFactory.jsonBuilder();
xContentBuilder = ElasticsearchUtils.objectToXContentBuilder(xContentBuilder, person);
//创建索引
IndexResponse indexResponse = transportClient.prepareIndex(DEMO_INDEX, DEMO_TYPE, person.getId().toString())
.setSource(xContentBuilder)
//立即生效,无此需求可以不设置
.setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE)
.execute().actionGet();
}
/**
* 修改
*
* @param object
* @throws IOException
*/
public void updateIndex(Person person) throws IOException {
XContentBuilder xContentBuilder = XContentFactory.jsonBuilder();
xContentBuilder = ElasticsearchUtils.objectToXContentBuilder(xContentBuilder, person);
UpdateResponse updateResponse = transportClient.prepareUpdate(DEMO_INDEX, DEMO_TYPE, person.getId().toString())
.setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE)
.setDoc(xContentBuilder).get();
}
/**
* 批量修改
*
* @param ids
* @throws IOException
*/
public void batchUpdate(String[] ids) throws IOException {
BulkRequestBuilder bulkRequestBuilder = transportClient.prepareBulk();
for (String id : ids) {
bulkRequestBuilder.add(transportClient.prepareUpdate(DEMO_INDEX, DEMO_TYPE, id)
.setDoc(XContentFactory.jsonBuilder().startObject().field("deleted", 1).endObject()));
}
BulkResponse response = bulkRequestBuilder.setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE).get();
if (response.hasFailures()) {
throw new ElasticsearchException(response.buildFailureMessage());
}
}
/**
* 批量新增
*
* @param persons
* @throws IOException
*/
public void batchInsert(List<Person> persons) throws IOException {
XContentBuilder xContentBuilder = XContentFactory.jsonBuilder();
BulkRequestBuilder bulkRequestBuilder = transportClient.prepareBulk();
//添加es
for (Person person : persons) {
//注意批量操作时数据为null会报异常
bulkRequestBuilder.add(transportClient.prepareIndex(DEMO_INDEX, DEMO_TYPE, person.getId().toString())
.setSource(ElasticsearchUtils.objectToXContentBuilder(xContentBuilder, person)));
}
BulkResponse responses = bulkRequestBuilder.get();
if (responses.hasFailures()) {
throw new ElasticsearchException(responses.buildFailureMessage());
}
}
/**
* 搜索示例
*
* @param params
* @return
*/
public ElasticsearchPage<Person> searchDemo(Map<String, Object> params) {
BoolQueryBuilder boolQueryBuilder = new BoolQueryBuilder();
boolQueryBuilder.must(QueryBuilders.termQuery("deleted", 0));
String keyword = (String) params.get("keyword");
Integer news = (Integer) params.get("news");
Integer status = (Integer) params.get("status");
Integer columnCategory = (Integer) params.get("columnCategory");
String year = (String) params.get("year");
Integer pageSize = (Integer) params.get("pageSize");
Integer pageNum = (Integer) params.get("pageNum");
String[] messageColumn = {"messageTitle", "messageSource", "content", "tags", "issuer"};
//keyword字段类别搜索
if (news != null && StringUtils.hasText(keyword)) {
switch (news) {
case 1:
boolQueryBuilder.must(QueryBuilders.multiMatchQuery(keyword, messageColumn));
break;
case 2:
boolQueryBuilder.must(QueryBuilders.matchQuery("messageTitle", keyword));
break;
case 3:
boolQueryBuilder.must(QueryBuilders.matchQuery("content", keyword));
break;
case 4:
boolQueryBuilder.must(QueryBuilders.matchQuery("messageSource", keyword));
break;
case 5:
boolQueryBuilder.must(QueryBuilders.matchQuery("tags", keyword));
break;
case 6:
boolQueryBuilder.must(QueryBuilders.matchQuery("issuer", keyword));
break;
default:
break;
}
}
//发布状态搜索
if (status != null) {
switch (status) {
case 1:
boolQueryBuilder.must(QueryBuilders.matchAllQuery());
break;
case 2:
boolQueryBuilder.must(QueryBuilders.termQuery("status", 2));
break;
case 3:
boolQueryBuilder.must(QueryBuilders.termQuery("status", 3));
break;
default:
break;
}
}
//栏目类别搜索
if (columnCategory != null) {
switch (columnCategory) {
case 1:
boolQueryBuilder.must(QueryBuilders.matchAllQuery());
break;
case 2:
boolQueryBuilder.must(QueryBuilders.termQuery("columnCategory", 2));
break;
case 3:
boolQueryBuilder.must(QueryBuilders.termQuery("columnCategory", 3));
break;
default:
break;
}
}
//年份搜索,多年分传参形式为{"2016","2017","2018","2019","2020"}
if (StringUtils.hasText(year)) {
try {
Integer y = Integer.valueOf(year);
boolQueryBuilder.must(QueryBuilders.rangeQuery("updateDate").from(year + "-1-1").to(year + "-12-31"));
} catch (NumberFormatException e) {
String[] yearList = year.split(",");
int max = Arrays.stream(yearList).mapToInt(Integer::valueOf).max().getAsInt();
int min = Arrays.stream(yearList).mapToInt(Integer::valueOf).min().getAsInt();
boolQueryBuilder.must(QueryBuilders.rangeQuery("updateDate").from(min + "-1-1").to(max + "-12-31"));
}
}
SearchResponse searchResponse = transportClient.prepareSearch(DEMO_INDEX)
.setTypes(DEMO_TYPE)
.setQuery(boolQueryBuilder)
.setFrom((pageNum - 1) * pageSize)
.setSize(pageSize)
.addSort("status", SortOrder.DESC)
.addSort("updateDate", SortOrder.DESC)
.addSort("id", SortOrder.DESC)
.setExplain(true)
.execute()
.actionGet();
SearchHits hits = searchResponse.getHits();
int totalHits = (int) hits.getTotalHits().value;
SearchHit[] searchHits = hits.getHits();
List<Person> persons = new ArrayList<>(10);
for (SearchHit searchHit : searchHits) {
String sourceAsString = searchHit.getSourceAsString();
Person person = JSONObject.parseObject(sourceAsString, Person.class);
persons.add(person);
}
return ElasticsearchPage.<Person>of(pageNum, pageSize, totalHits, persons);
}
/**
* 查询分词结果,str为要分析的字符串,使用|将分词结果隔开
*
* @param str
* @return
*/
public String queryAnalyzer(String str) {
if (StringUtils.hasText(str)) {
AnalyzeRequest analyzeRequest = new AnalyzeRequest(DEMO_INDEX).text(str)
.analyzer("ik_max_word");
List<AnalyzeResponse.AnalyzeToken> tokens = this.transportClient.admin().indices().analyze(analyzeRequest)
.actionGet().getTokens();
StringBuilder sb = new StringBuilder();
for (AnalyzeResponse.AnalyzeToken token : tokens) {
sb.append(token.getTerm());
sb.append("|");
}
str = sb.toString().substring(0, sb.toString().length() - 1);
}
return str;
}
}
以上代码为求方便并未测试(后续有时间会测试),有问题欢迎指出,谢谢。
7.2.0版本DEMO示例
package com.learn.admin.es.controller;
import cn.hutool.core.map.MapUtil;
import com.alibaba.fastjson.JSON;
import com.learn.admin.es.model.Person;
import lombok.SneakyThrows;
import org.elasticsearch.action.admin.indices.delete.DeleteIndexRequest;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
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.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.support.master.AcknowledgedResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RequestOptions;
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.common.Strings;
import org.elasticsearch.common.text.Text;
import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.common.xcontent.XContentType;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.search.fetch.subphase.FetchSourceContext;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightField;
import org.elasticsearch.search.sort.SortOrder;
import org.springframework.web.bind.annotation.*;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.stream.Stream;
/**
* @author LD
* @date 2021/5/20 16:51
*/
@RestController
@RequestMapping("/es")
public class ESController {
private final RestHighLevelClient restHighLevelClient;
public ESController(RestHighLevelClient restHighLevelClient) {
this.restHighLevelClient = restHighLevelClient;
}
@GetMapping("/create_index")
public void test() throws Exception {
CreateIndexRequest request = new CreateIndexRequest("test_index");
CreateIndexResponse createIndexResponse = restHighLevelClient.indices().create(request, RequestOptions.DEFAULT);
System.out.println(createIndexResponse.index());
}
@GetMapping("/index_exists")
public void test2() throws Exception {
GetIndexRequest getIndexRequest = new GetIndexRequest("test_index");
boolean exists = restHighLevelClient.indices().exists(getIndexRequest, RequestOptions.DEFAULT);
System.out.println(exists);
}
@GetMapping("/delete_index")
public void test3() throws Exception {
DeleteIndexRequest deleteIndexRequest = new DeleteIndexRequest("test_index");
AcknowledgedResponse delete = restHighLevelClient.indices().delete(deleteIndexRequest, RequestOptions.DEFAULT);
System.out.println(delete.isAcknowledged());
}
@PostMapping("/add")
public void test4() throws Exception {
Person ming = new Person("小明就是小明", 20);
IndexRequest request = new IndexRequest("test_index").id("1").source(JSON.toJSONString(ming), XContentType.JSON);
//设置超时
request.timeout(TimeValue.timeValueSeconds(3));
request.timeout("3s");
IndexResponse response = restHighLevelClient.index(request, RequestOptions.DEFAULT);
System.out.println(response.toString());
}
@GetMapping("/get")
public void test5() throws Exception {
GetRequest request = new GetRequest("test_index", "1");
GetResponse response = restHighLevelClient.get(request, RequestOptions.DEFAULT);
System.out.println(response.getSourceAsMap());
System.out.println(response.getSourceAsString());
}
@GetMapping("/exists")
public void test6() throws Exception {
GetRequest request = new GetRequest("test_index", "1");
//不获取 _source 中的字段信息
request.fetchSourceContext(new FetchSourceContext(false));
boolean exists = restHighLevelClient.exists(request, RequestOptions.DEFAULT);
System.out.println(exists);
}
@PutMapping("/update")
@SneakyThrows
public void test7() {
Person ming = new Person(999);
//只更新年龄
UpdateRequest request = new UpdateRequest("test_index", "1").doc(JSON.toJSONString(ming), XContentType.JSON);
UpdateResponse response = restHighLevelClient.update(request, RequestOptions.DEFAULT);
System.out.println(response.toString());
}
@DeleteMapping("/delete")
@SneakyThrows
public void test8() {
DeleteRequest request = new DeleteRequest("test_index", "3");
DeleteResponse response = restHighLevelClient.delete(request, RequestOptions.DEFAULT);
if (response.status() == RestStatus.NOT_FOUND) {
System.out.println("没有数据要删除");
}
System.out.println(response.toString());
}
@PostMapping("/bulk_add")
@SneakyThrows
public void test9() {
List<Person> people = List.of(
new Person("2", "德玛西亚之力", 33),
new Person("3", "艾瑞利亚", 18),
new Person("4", "诺克萨斯之手", 40));
BulkRequest bulkRequest = new BulkRequest("test_index");
bulkRequest.timeout(TimeValue.timeValueSeconds(10));
for (Person person : people) {
bulkRequest.add(new IndexRequest().id(person.getId()).source(JSON.toJSONString(person), XContentType.JSON));
}
BulkResponse bulkResponse = restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT);
if (bulkResponse.hasFailures()) {
System.out.println(bulkResponse.buildFailureMessage());
}
System.out.println(bulkResponse.toString());
}
@GetMapping("/search")
@SneakyThrows
public void test10() {
SearchRequest searchRequest = new SearchRequest("test_index");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
//查询所有
searchSourceBuilder.query(QueryBuilders.matchQuery("name", "小明"));
searchSourceBuilder.from(0).size(10);
searchSourceBuilder.sort("age", SortOrder.ASC);
//只需要 name age 两个字段
String[] includeFields = new String[]{"name", "age"};
searchSourceBuilder.fetchSource(includeFields, Strings.EMPTY_ARRAY);
searchSourceBuilder.timeout(TimeValue.timeValueSeconds(10));
//高亮
HighlightBuilder highlightBuilder = new HighlightBuilder();
highlightBuilder.field("name");
highlightBuilder.preTags("<span style='color:red'>");
highlightBuilder.postTags("</span>");
searchSourceBuilder.highlighter(highlightBuilder);
searchRequest.source(searchSourceBuilder);
SearchResponse response = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
SearchHits hits = response.getHits();
long total = hits.getTotalHits().value;
System.out.println(total);
for (SearchHit hit : hits) {
Map<String, Object> sourceAsMap = hit.getSourceAsMap();
Map<String, HighlightField> highlightFields = hit.getHighlightFields();
HighlightField name = highlightFields.get("name");
//替换高亮字段
Optional.ofNullable(name).ifPresent(var -> {
String n_name = Stream.of(var.fragments()).map(Text::string).reduce(String::concat)
.orElse(MapUtil.getStr(sourceAsMap, "name"));
sourceAsMap.put("name", n_name);
});
System.out.println(sourceAsMap);
}
}
}
突然发现 7.x中的Client 过期了,推荐使用 ElasticsearchClient,于是写了几个小demo
<!--官方推荐从高级rest客户端迁移-->
<dependency>
<groupId>co.elastic.clients</groupId>
<artifactId>elasticsearch-java</artifactId>
<version>7.16.2</version>
</dependency>
使用方式也很简单,这个api采用了链式调用和lambda相结合的方式调用。虽然看起来调用简单了很多,但是并不推荐全部采用lambda,写起来爽了,后面看起来相当费力。demo如下:
@Configuration
@EnableConfigurationProperties(value = ElasticsearchProperties.class)
public class ElasticsearchClientConfig {
@Autowired
private ElasticsearchProperties properties;
@Bean
public ElasticsearchClient elasticsearchClient() {
RestClient restClient = RestClient
.builder(new HttpHost(properties.getHost(), properties.getPort()))
.setHttpClientConfigCallback(builder -> {
CredentialsProvider provider = new BasicCredentialsProvider();
provider.setCredentials(AuthScope.ANY, new UsernamePasswordCredentials(properties.getUsername(), properties.getPassword()));
builder.setDefaultCredentialsProvider(provider);
return builder;
}).build();
ElasticsearchTransport transport = new RestClientTransport(
restClient, new JacksonJsonpMapper());
return new ElasticsearchClient(transport);
}
}
package com.it.learn.boooom.service;
import co.elastic.clients.elasticsearch.ElasticsearchClient;
import co.elastic.clients.elasticsearch._types.BulkIndexByScrollFailure;
import co.elastic.clients.elasticsearch._types.FieldSort;
import co.elastic.clients.elasticsearch._types.FieldValue;
import co.elastic.clients.elasticsearch._types.Script;
import co.elastic.clients.elasticsearch._types.SortOrder;
import co.elastic.clients.elasticsearch._types.aggregations.Aggregate;
import co.elastic.clients.elasticsearch._types.aggregations.Aggregation;
import co.elastic.clients.elasticsearch._types.query_dsl.Query;
import co.elastic.clients.elasticsearch._types.query_dsl.RangeQuery;
import co.elastic.clients.elasticsearch._types.query_dsl.TermQuery;
import co.elastic.clients.elasticsearch.core.BulkRequest;
import co.elastic.clients.elasticsearch.core.BulkResponse;
import co.elastic.clients.elasticsearch.core.IndexRequest;
import co.elastic.clients.elasticsearch.core.IndexResponse;
import co.elastic.clients.elasticsearch.core.SearchRequest;
import co.elastic.clients.elasticsearch.core.SearchResponse;
import co.elastic.clients.elasticsearch.core.UpdateByQueryResponse;
import co.elastic.clients.elasticsearch.core.UpdateResponse;
import co.elastic.clients.elasticsearch.core.bulk.BulkOperation;
import co.elastic.clients.elasticsearch.core.search.Hit;
import co.elastic.clients.json.JsonData;
import com.alibaba.fastjson2.JSON;
import com.google.common.collect.ImmutableList;
import com.it.learn.boooom.entity.Users;
import com.it.learn.boooom.util.RandomUtil;
import lombok.extern.slf4j.Slf4j;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.UUID;
import java.util.stream.Collectors;
/**
* @author lidai5
* @date 2022/9/6 14:21
*/
@Slf4j
@SpringBootTest
@RunWith(SpringJUnit4ClassRunner.class)
public class ES8QueryTest {
@Autowired
private ElasticsearchClient esClient;
private static final String USER_INDEX = "user_info_test";
@Test
public void testIndex() {
Users users = randomUsers(1).get(0);
IndexRequest.Builder<Users> builder = new IndexRequest.Builder<>();
try {
IndexResponse res = esClient.index(builder.index(USER_INDEX).document(users).build());
log.info("res = {}", JSON.toJSONString(res));
} catch (IOException e) {
log.error("user index exception", e);
}
}
@Test
public void testIndex2() {
Users users = randomUsers(1).get(0);
try {
IndexResponse res = esClient.index(builder -> builder.index(USER_INDEX).document(users));
log.info("res = {}", JSON.toJSONString(res));
} catch (IOException e) {
log.error("user index exception", e);
}
}
@Test
public void update() {
Users users = randomUsers(1).get(0);
try {
UpdateResponse<Users> updateRes = esClient.update(builder -> builder.index(USER_INDEX).id("sXuaEYMBpjrRVTcwS680").doc(users), Users.class);
log.info("res = {}", JSON.toJSONString(updateRes));
} catch (IOException e) {
log.error("user update exception", e);
}
}
@Test
public void updateByQuery() {
try {
Query age = new RangeQuery.Builder().field("age").gt(JsonData.of(40)).build()._toQuery();
Query userId = new TermQuery.Builder().field("userId").value(FieldValue.of(123)).build()._toQuery();
Script script = new Script.Builder().inline(inline -> inline.source("ctx._source.username = 'update by query'")).build();
UpdateByQueryResponse updateByQuery = esClient.updateByQuery(builder -> builder.index(USER_INDEX)
.query(query -> query.bool(bool -> bool.filter(ImmutableList.of(age, userId))))
.script(script));
List<BulkIndexByScrollFailure> failures = updateByQuery.failures();
log.info(JSON.toJSONString(updateByQuery));
} catch (IOException e) {
log.error("user update exception", e);
}
}
@Test
public void testBulk() {
List<Users> users = randomUsers(10);
List<BulkOperation> bulkOperations = users.stream()
.map(user -> BulkOperation.of(
builder -> builder.index(index -> index.document(user).id(String.valueOf(user.getUserId())))))
.collect(Collectors.toList());
BulkRequest bulkRequest = new BulkRequest.Builder().index(USER_INDEX).operations(bulkOperations).build();
try {
BulkResponse bulkResponse = esClient.bulk(bulkRequest);
} catch (IOException e) {
log.error("user bulk exception", e);
}
}
@Test
public void testSearch() {
SearchRequest request = new SearchRequest.Builder()
.index(USER_INDEX)
.from(0).size(20)
.query(query -> {
query.bool(bool -> {
bool.must(must -> {
must.range(range -> range.field("create_time").gt(JsonData.of("2022-09-08 00:00:00")));
must.match(match -> match.field("username").query(FieldValue.of("诸铌痦")));
return must;
});
return bool;
});
return query;
}).sort(sort -> {
sort.field(FieldSort.of(fs -> fs.field("age").order(SortOrder.Asc).missing(FieldValue.of(0))));
return sort;
}).aggregations("avgAge", Aggregation.of(agg -> {
//过滤无年龄的数据
agg.filter(query -> query.bool(bool -> bool.mustNot(not -> not.exists(ex -> ex.field("age")))));
//聚合年龄平均值
return agg.avg(avg -> avg.field("age"));
}))
.build();
System.out.println(request.toString());
try {
SearchResponse<Users> search = esClient.search(request, Users.class);
List<Hit<Users>> hits = search.hits().hits();
List<Users> users = hits.stream().map(Hit::source).collect(Collectors.toList());
long totalCount = search.hits().total().value();
Map<String, Aggregate> aggregations = search.aggregations();
Aggregate avgAge = aggregations.get("avgAge");
double value = avgAge.avg().value();
log.info("search success. total = {},users = {},ageValue = {}", totalCount, JSON.toJSONString(users), value);
} catch (IOException e) {
log.error("users search error", e);
}
}
public List<Users> randomUsers(int count) {
List<Users> usersList = new ArrayList<>();
for (int i = 0; i < count; i++) {
Users u = new Users();
u.setUserId((long) UUID.randomUUID().toString().hashCode());
u.setUsername(RandomUtil.randomUserName());
u.setAge(new Random().nextInt(100));
u.setPassword(RandomUtil.randomPW(12));
u.setCreateTime(new Date());
u.setUpdateTime(new Date());
usersList.add(u);
}
return usersList;
}
}
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