Elasticsearch JAVA操作有三种客户端:
1、TransportClient
2、JestClient
3、RestClient
还有种是2.3中有的NodeClient,在5.5.1中好像没有了。还有种是spring-data-elasticsearch,这里先以TransportClient来讲解CRUD,所用环境为:
JDK1.8
ES5.5.1
TransportClient5.5.1
POM.XML文件如下:
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> <modelVersion>4.0.0</modelVersion> <groupId>com.fendo</groupId> <artifactId>TransportClient</artifactId> <packaging>war</packaging> <version>0.0.1-SNAPSHOT</version> <name>TransportClient Maven Webapp</name> <url>http://maven.apache.org</url> <!-- 初始化框架的版本号 --> <properties> <spring.version>4.2.7.RELEASE</spring.version> </properties> <dependencies> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>4.12</version> </dependency> <!-- 加入ServletAPI --> <dependency> <groupId>javax.servlet</groupId> <artifactId>javax.servlet-api</artifactId> <version>3.1.0</version> <scope>provided</scope> </dependency> <dependency> <groupId>org.hibernate</groupId> <artifactId>hibernate-validator</artifactId> <version>4.2.0.Final</version> </dependency> <!-- MySQL依赖 start --> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <version>5.1.38</version> </dependency> <!-- MySQL依赖 end --> <!-- 加入MyBatis 依赖 start --> <dependency> <groupId>org.mybatis</groupId> <artifactId>mybatis</artifactId> <version>3.2.5</version> </dependency> <!-- 加入MyBatis 依赖 end --> <!-- Log4j start --> <dependency> <groupId>log4j</groupId> <artifactId>log4j</artifactId> <version>1.2.17</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-1.2-api</artifactId> <version>2.7</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-slf4j-impl</artifactId> <version>2.7</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-core</artifactId> <version>2.7</version> </dependency> <!-- Log4j end --> <!-- 引用c3p0 依赖 start--> <dependency> <groupId>com.mchange</groupId> <artifactId>c3p0</artifactId> <version>0.9.2.1</version> </dependency> <!-- 引用c3p0 依赖 end--> <!-- 引用插件依赖：MyBatis整合Spring --> <dependency> <groupId>org.mybatis</groupId> <artifactId>mybatis-spring</artifactId> <version>1.3.0</version> </dependency> <!-- JSTL --> <dependency> <groupId>javax.servlet</groupId> <artifactId>jstl</artifactId> <version>1.2</version> </dependency> <!-- --> <dependency> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-core</artifactId> <version>2.9.0</version> </dependency> <dependency> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-databind</artifactId> <version>2.9.0</version> </dependency> <dependency> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-annotations</artifactId> <version>2.9.0</version> </dependency> <dependency> <groupId>com.alibaba</groupId> <artifactId>fastjson</artifactId> <version>1.2.12</version> </dependency> <!-- Elasticserach5 --> <dependency> <groupId>org.elasticsearch</groupId> <artifactId>elasticsearch</artifactId> <version>5.5.1</version> </dependency> <!-- <dependency> <groupId>org.elasticsearch.module</groupId> <artifactId>reindex</artifactId> <version>2.4.3</version> </dependency> --> <dependency> <groupId>com.google.collections</groupId> <artifactId>google-collections</artifactId> <version>1.0</version> </dependency> <!-- transport客户端 --> <dependency> <groupId>org.elasticsearch.client</groupId> <artifactId>transport</artifactId> <version>5.5.1</version> </dependency> <!-- IK分词器 --> <dependency> <groupId>org.elasticsearch</groupId> <artifactId>elasticsearch-analysis-ik</artifactId> <version>5.5.1</version> </dependency> </dependencies> <repositories> <repository> <id>spring-libs-snapshot</id> <name>Spring Snapshot Repository</name> <url>http://repo.spring.io/libs-snapshot</url> </repository> <repository> <id>elasticsearch-releases</id> <url>https://artifacts.elastic.co/maven</url> <releases> <enabled>true</enabled> </releases> <snapshots> <enabled>false</enabled> </snapshots> </repository> </repositories> <build> <finalName>TransportClient</finalName> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <configuration> <source>1.8</source> <target>1.8</target> </configuration> </plugin> </plugins> </build> </project>
详细代码如下:
package com.fendo.temp; import java.io.BufferedReader; import java.io.BufferedWriter; import java.io.File; import java.io.FileReader; import java.io.FileWriter; import java.io.IOException; import java.io.StringReader; import java.net.InetAddress; import java.net.UnknownHostException; import java.text.SimpleDateFormat; import java.util.ArrayList; import java.util.Collection; import java.util.Date; import java.util.HashMap; import java.util.HashSet; import java.util.List; import java.util.Map; import java.util.Set; import java.util.concurrent.ExecutionException; import org.elasticsearch.action.get.GetResponse; import org.elasticsearch.action.get.MultiGetItemResponse; import org.elasticsearch.action.get.MultiGetResponse; import org.elasticsearch.index.query.MatchQueryBuilder; import org.elasticsearch.action.ActionFuture; import org.elasticsearch.action.admin.indices.analyze.AnalyzeRequest; import org.elasticsearch.action.admin.indices.analyze.AnalyzeResponse; import org.elasticsearch.script.Script; import org.elasticsearch.script.ScriptType; import org.elasticsearch.index.query.MultiMatchQueryBuilder; import org.elasticsearch.index.query.MatchPhrasePrefixQueryBuilder; import org.elasticsearch.index.query.MatchPhraseQueryBuilder; import org.elasticsearch.action.search.MultiSearchResponse; import org.apache.lucene.analysis.TokenStream; import org.apache.lucene.analysis.tokenattributes.CharTermAttribute; import org.apache.lucene.search.join.ScoreMode; import org.elasticsearch.action.admin.indices.create.CreateIndexRequestBuilder; import org.elasticsearch.action.admin.indices.create.CreateIndexResponse; import org.elasticsearch.action.admin.indices.delete.DeleteIndexResponse; import org.elasticsearch.action.admin.indices.exists.indices.IndicesExistsRequest; import org.elasticsearch.action.admin.indices.exists.indices.IndicesExistsResponse; import org.elasticsearch.action.bulk.BulkRequestBuilder; import org.elasticsearch.action.bulk.BulkResponse; import org.elasticsearch.action.delete.DeleteResponse; import org.elasticsearch.action.index.IndexRequest; import org.elasticsearch.action.index.IndexRequestBuilder; import org.elasticsearch.action.index.IndexResponse; import org.elasticsearch.action.search.SearchRequestBuilder; import org.elasticsearch.action.search.SearchResponse; import org.elasticsearch.action.search.SearchType; import org.elasticsearch.action.update.UpdateRequest; import org.elasticsearch.action.update.UpdateResponse; import org.elasticsearch.client.Response; import org.elasticsearch.client.transport.TransportClient; import org.elasticsearch.common.settings.Settings; import org.elasticsearch.common.transport.InetSocketTransportAddress; import org.elasticsearch.common.unit.Fuzziness; import org.elasticsearch.common.unit.TimeValue; import org.elasticsearch.common.xcontent.XContentBuilder; import org.elasticsearch.common.xcontent.XContentFactory; import org.elasticsearch.index.query.BoolQueryBuilder; import org.elasticsearch.index.query.QueryBuilder; import org.elasticsearch.index.query.QueryBuilders; import org.elasticsearch.index.query.functionscore.FunctionScoreQueryBuilder; import org.elasticsearch.index.query.functionscore.ScoreFunctionBuilders; import org.elasticsearch.search.SearchHit; import org.elasticsearch.search.SearchHits; import org.elasticsearch.search.aggregations.AggregationBuilder; import org.elasticsearch.search.aggregations.AggregationBuilders; import org.elasticsearch.search.aggregations.Aggregations; import org.elasticsearch.search.aggregations.bucket.histogram.DateHistogramInterval; import org.elasticsearch.search.aggregations.bucket.terms.Terms; import org.elasticsearch.search.aggregations.bucket.terms.Terms.Bucket; import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder; import org.elasticsearch.search.aggregations.metrics.sum.Sum; import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder; import org.elasticsearch.search.sort.FieldSortBuilder; import org.elasticsearch.search.sort.SortOrder; import org.elasticsearch.transport.client.PreBuiltTransportClient; import org.elasticsearch.action.bulk.BackoffPolicy; import org.elasticsearch.action.bulk.BulkItemResponse; import org.elasticsearch.action.bulk.BulkProcessor; import org.elasticsearch.action.bulk.BulkRequest; import org.elasticsearch.action.bulk.BulkResponse; import org.elasticsearch.common.unit.ByteSizeUnit; import org.elasticsearch.common.unit.ByteSizeValue; import org.elasticsearch.common.unit.TimeValue; import org.wltea.analyzer.lucene.IKAnalyzer; import org.joda.time.DateTime; import org.junit.Before; import org.junit.Test; import com.alibaba.fastjson.JSONObject; public class TransportClientTest { private TransportClient client; private final static String article="article"; private final static String content="content"; @Before public void getClient() throws Exception{ //设置集群名称 Settings settings = Settings.builder().put("cluster.name", "my-application").build();// 集群名 //创建client client = new PreBuiltTransportClient(settings) .addTransportAddress(new InetSocketTransportAddress(InetAddress.getByName("127.0.0.1"), 9300)); } /** * -----------------------------------------增(创建索引,增加映射,新增文档) */ /** * 创建索引的四种方法 */ @Test public void JSON(){ String json = "{" + ""id":"kimchy"," + ""postDate":"2013-01-30"," + ""message":"trying out Elasticsearch"" + "}"; } /** * 创建索引并添加映射 * @throws IOException */ @Test public void CreateIndexAndMapping() throws Exception{ CreateIndexRequestBuilder cib=client.admin().indices().prepareCreate(article); XContentBuilder mapping = XContentFactory.jsonBuilder() .startObject() .startObject("properties") //设置之定义字段 .startObject("author") .field("type","string") //设置数据类型 .endObject() .startObject("title") .field("type","string") .endObject() .startObject("content") .field("type","string") .endObject() .startObject("price") .field("type","string") .endObject() .startObject("view") .field("type","string") .endObject() .startObject("tag") .field("type","string") .endObject() .startObject("date") .field("type","date") //设置Date类型 .field("format","yyyy-MM-dd HH:mm:ss") //设置Date的格式 .endObject() .endObject() .endObject(); cib.addMapping(content, mapping); CreateIndexResponse res=cib.execute().actionGet(); System.out.println("----------添加映射成功----------"); } /** * 创建索引并添加文档 * @throws Exception */ @Test public void addIndexAndDocument() throws Exception{ Date time = new Date(); IndexResponse response = client.prepareIndex(article, content) .setSource(XContentFactory.jsonBuilder().startObject() .field("id","447") .field("author","fendo") .field("title","192.138.1.2") .field("content","这是JAVA有关的书籍") .field("price","20") .field("view","100") .field("tag","a,b,c,d,e,f") .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time)) .endObject()) .get(); System.out.println("添加索引成功,版本号："+response.getVersion()); } /** * -------------------------------------Bulk--------------------------------- */ /** * bulkRequest * @throws Exception */ @Test public void bulkRequest() throws Exception { BulkRequestBuilder bulkRequest = client.prepareBulk(); Date time = new Date(); // either use client#prepare, or use Requests# to directly build index/delete requests bulkRequest.add(client.prepareIndex(article, content, "199") .setSource(XContentFactory.jsonBuilder() .startObject() .field("id","199") .field("author","fendo") .field("title","BULK") .field("content","这是BULK有关的书籍") .field("price","40") .field("view","300") .field("tag","a,b,c") .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time)) .endObject() ) ); bulkRequest.add(client.prepareIndex(article,content, "101") .setSource(XContentFactory.jsonBuilder() .startObject() .field("id","101") .field("author","fendo") .field("title","ACKSE") .field("content","这是ACKSE有关的书籍") .field("price","50") .field("view","200") .field("tag","a,b,c") .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time)) .endObject() ) ); BulkResponse bulkResponse = bulkRequest.get(); if (bulkResponse.hasFailures()) { // process failures by iterating through each bulk response item //System.out.println(bulkResponse.getTook()); } } /**设置自动提交文档 * BulkProcessor * @throws Exception */ @Test public void autoBulkProcessor() throws Exception { BulkProcessor bulkProcessor = BulkProcessor.builder(client, new BulkProcessor.Listener() { @Override public void beforeBulk(long executionId, BulkRequest request) { //提交前调用 } @Override public void afterBulk(long executionId, BulkRequest request, BulkResponse response) { //提交结束后调用（无论成功或失败） System.out.println( "提交" + response.getItems().length + "个文档，用时"+ response.getTookInMillis() + "MS" + (response.hasFailures() ? " 有文档提交失败！" : "")); } @Override public void afterBulk(long executionId, BulkRequest request, Throwable failure) { //提交结束且失败时调用 System.out.println( " 有文档提交失败！after failure=" + failure); } }) //当请求超过10000个（default=1000）或者总大小超过1GB（default=5MB）时，触发批量提交动作。 .setBulkActions(10000)//文档数量达到1000时提交 .setBulkSize(new ByteSizeValue(5, ByteSizeUnit.MB))//总文档体积达到5MB时提交 .setFlushInterval(TimeValue.timeValueSeconds(5))//每5S提交一次（无论文档数量、体积是否达到阈值） .setConcurrentRequests(1)//加1后为可并行的提交请求数，即设为0代表只可1个请求并行，设为1为2个并行 .setBackoffPolicy( BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3)) .build(); //提交单个 //String json = "{"id":"66","author":"ckse","title":"windows编程","content":"windows 32 API编程","price":"99","view":"222","date":"2017-08-01 17:21:18"}"; //bulkProcessor.add(new IndexRequest("设置的index name", "设置的type name","要插入的文档的ID").source(json));//添加文档，以便自动提交 for(int i=0;i<80080;i++){ //业务对象 String json = "{"id":""+i+"","author":"ckse","title":"windows编程","content":"windows 32 API编程","price":"99","view":"222","date":"2017-08-01 17:21:18"}"; System.out.println(json); bulkProcessor.add(new IndexRequest("article", "content",""+i).source(json));//添加文档，以便自动提交 } System.out.println("创建成功!!!"); } //手动 批量更新 @Test public void multipleBulkProcessor() throws Exception { BulkRequestBuilder bulkRequest = client.prepareBulk(); for(int i=500;i<1000;i++){ //业务对象 String jsons = "{"id":""+i+"","author":"ckse","title":"windows编程","content":"windows 32 API编程","price":"99","view":"222","date":"2017-08-01 17:21:18"}"; IndexRequestBuilder indexRequest = client.prepareIndex("article", "content") //指定不重复的ID .setSource(jsons).setId(String.valueOf(i)); //添加到builder中 bulkRequest.add(indexRequest); } BulkResponse bulkResponse = bulkRequest.execute().actionGet(); if (bulkResponse.hasFailures()) { // process failures by iterating through each bulk response item System.out.println(bulkResponse.buildFailureMessage()); } System.out.println("创建成功!!!"); } /** * 使用Bulk批量添加导入数据 * */ @Test public void ImportBulk(){ FileReader fr = null; BufferedReader bfr = null; String line=null; try { File file = new File("F:\Source\Elasticsearch\TransportClient\src\main\resources\bulk.txt"); fr=new FileReader(file); bfr=new BufferedReader(fr); BulkRequestBuilder bulkRequest=client.prepareBulk(); int count=0; while((line=bfr.readLine())!=null){ bulkRequest.add(client.prepareIndex(article,content).setSource(line)); if (count%10==0) { bulkRequest.execute().actionGet(); } count++; } bulkRequest.execute().actionGet(); System.out.println("导入成功!!!"); } catch (Exception e) { e.printStackTrace(); }finally { try { bfr.close(); fr.close(); } catch (IOException e) { e.printStackTrace(); } } } /** * 使用Bulk批量导出数据 * @throws ExecutionException * @throws InterruptedException */ @Test public void ExportBulk() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.matchAllQuery(); SearchResponse response = client.prepareSearch("article").setQuery(queryBuilder).get(); SearchHits resultHits = response.getHits(); System.out.println(JSONObject.toJSON(resultHits)); FileWriter fw=null; BufferedWriter bfw =null; try { File file = new File("F:\Source\Elasticsearch\TransportClient\src\main\resources\bulk.txt"); fw = new FileWriter(article); bfw = new BufferedWriter(fw); if (resultHits.getHits().length == 0) { System.out.println("查到0条数据!"); } else { for (int i = 0; i < resultHits.getHits().length; i++) { String jsonStr = resultHits.getHits()[i] .getSourceAsString(); System.out.println(jsonStr); bfw.write(jsonStr); bfw.write(" "); } } } catch (Exception e) { e.printStackTrace(); }finally { try { bfw.close(); fw.close(); } catch (IOException e) { e.printStackTrace(); } } } /** * -----------------------------------------删(删除索引,删除文档) */ /** * 删除整个索引库 */ @Test public void deleteAllIndex(){ String indexName="article"; /** * 两种方式如下: */ //1) //可以根据DeleteIndexResponse对象的isAcknowledged()方法判断删除是否成功,返回值为boolean类型. DeleteIndexResponse dResponse = client.admin().indices().prepareDelete(indexName) .execute().actionGet(); System.out.println("是否删除成功:"+dResponse.isAcknowledged()); //2) //如果传人的indexName不存在会出现异常.可以先判断索引是否存在： IndicesExistsRequest inExistsRequest = new IndicesExistsRequest(indexName); IndicesExistsResponse inExistsResponse = client.admin().indices() .exists(inExistsRequest).actionGet(); //根据IndicesExistsResponse对象的isExists()方法的boolean返回值可以判断索引库是否存在. System.out.println("是否删除成功:"+inExistsResponse.isExists()); } /** * 通过ID删除 */ @Test public void deleteById(){ DeleteResponse dResponse = client.prepareDelete(article,content, "AV49wyfCWmWw7AxKFxeb").execute().actionGet(); if ("OK".equals(dResponse.status())) { System.out.println("删除成功"); } else { System.out.println("删除失败"); } } /** * 通过Query delete删除 */ @Test public void queryDelete() { // String guid="AV49wyfCWmWw7AxKFxeb"; // String author="kkkkk"; // DeleteByQueryAction.INSTANCE.newRequestBuilder(client) // .source(article) // .filter(QueryBuilders.boolQuery().must(QueryBuilders.termQuery("id", guid)).must(QueryBuilders.termQuery("author", author)).must(QueryBuilders.typeQuery(content))) // .get(); } /** * 使用matchAllQuery删除所有文档 */ @Test public void deleteAll(){ // DeleteByQueryAction.INSTANCE.newRequestBuilder(client) // .source(article) // .filter(QueryBuilders.matchAllQuery()) // .get(); } /** * bulk批量通过指定id删除方法 */ @Test public void batchUndercarriageFamilies() { List<String> publishIds=new ArrayList<>(); publishIds.add("AV49wyfCWmWw7AxKFxeY"); publishIds.add("AV49wyfCWmWw7AxKFxea"); BulkRequestBuilder builder=client.prepareBulk(); for(String publishId:publishIds){ System.out.println(publishId); builder.add(client.prepareDelete(article, content, publishId).request()); } BulkResponse bulkResponse = builder.get(); System.out.println(bulkResponse.status()); } /** * -----------------------------------------改() */ /** * 更新文档 * @throws Exception */ @Test public void updateDocument() throws Exception{ Date time = new Date(); //创建修改请求 UpdateRequest updateRequest = new UpdateRequest(); updateRequest.index(article); updateRequest.type(content); updateRequest.id("AV4xv5gAZLX8AvCc6ZWZ"); updateRequest.doc(XContentFactory.jsonBuilder() .startObject() .field("author","FKSE") .field("title","JAVA思想") .field("content","注意:这是JAVA有关的书籍") .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time)) .endObject()); UpdateResponse response = client.update(updateRequest).get(); System.out.println("更新索引成功"); } /** * -----------------------------有问题：要引入:reindex */ /** * UpdateByQueryRequestBuilder * @throws Exception */ @Test public void updateByQueryRequestBuilder() throws Exception { // UpdateByQueryRequestBuilder updateByQueryRequestBuilder = UpdateByQueryAction.INSTANCE.newRequestBuilder(client); // updateByQueryRequestBuilder // .script(new Script(ScriptType.INLINE,"painless","ctx_source.likes++",null)) // .source() // .setQuery(QueryBuilders.termQuery("author","kkkkk")) // .setIndices(article) // .get(); } /** * updateByQueryRequestBuilders */ @Test public void updateByQueryRequestBuilders(){ // Map<String, Object> maps=new HashMap<>(); // maps.put("orgin_session_id", 10); // maps.put("orgin_session_id", 11); // maps.put("orgin_session_id", 12); // maps.put("orgin_session_id", 13); // // Set<Map<String, Object>> docs = new HashSet<>(); // docs.add(maps); // // UpdateByQueryRequestBuilder ubqrb = UpdateByQueryAction.INSTANCE.newRequestBuilder(client); // for (Map<String, Object> doc : docs) { // if (doc==null || doc.isEmpty()){ // return; // } // Script script = new Script("ctx._source.price = ctx._version"); // // System.out.println(doc.get("orgin_session_id")); // // //BulkIndexByScrollResponse // BulkByScrollResponse scrollResponse = ubqrb.source(article).script(script) // .filter(QueryBuilders.matchAllQuery()).get(); // for (BulkItemResponse.Failure failure : scrollResponse.getBulkFailures()) { // System.out.println(failure.getMessage()); // } // } } /** * prepareUpdate * @throws Exception */ @Test public void prepareUpdate() throws Exception { XContentBuilder endObject = XContentFactory.jsonBuilder().startObject().field("author","AAAAAAAAAAAAAAA").endObject(); UpdateResponse response = client.prepareUpdate(article, content, "AV49wyfCWmWw7AxKFxeb").setDoc(endObject).get(); System.out.println(response.getVersion()); } /** * -----------------------------------------查() */ /** * 根据index、type、id进行查询 */ @Test public void searchByIndex(){ GetResponse response = client.prepareGet(article,content,"AV49wyfCWmWw7AxKFxec").execute() .actionGet(); String json = response.getSourceAsString(); if (null != json) { System.out.println(json); } else { System.out.println("未查询到任何结果！"); } } /** * 查询article索引下的所有数据 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-query-dsl-match-all-query.html'> * @throws Exception */ @Test public void matchAllQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.matchAllQuery(); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * 查询article索引下的articledate的所有数据 * @throws Exception */ @Test public void searchmethod1() throws Exception{ SearchResponse response = client.prepareSearch(article).setTypes(content).get(); println(response); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * spanFirstQuery */ @Test public void spanFirstQuery(){ // Span First QueryBuilder queryBuilder =QueryBuilders.spanFirstQuery( QueryBuilders.spanTermQuery("title", "C"), // Query 30000 // Max查询范围的结束位置 ); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * spanNearQuery */ @Test public void spanNearQuery(){ // Span Near TODO NotSolved QueryBuilder queryBuilder =QueryBuilders.spanNearQuery(QueryBuilders.spanTermQuery("title", "C"),1000) .addClause(QueryBuilders.spanTermQuery("name", "葫芦580娃")) // Span Term Queries .addClause(QueryBuilders.spanTermQuery("name", "葫芦3812娃")) .addClause(QueryBuilders.spanTermQuery("name", "葫芦7139娃")); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * spanNotQuery */ @Test public void spanNotQuery(){ // Span Not TODO NotSolved QueryBuilder queryBuilder =QueryBuilders.spanNotQuery(QueryBuilders.spanTermQuery("title", "C"), null); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * spanOrQuery */ @Test public void spanOrQuery(){ QueryBuilder queryBuilder =QueryBuilders.spanOrQuery(QueryBuilders.spanTermQuery("title", "C")); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } public void moreLikeThisQuery(){ } /** * 指定单查询条件 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-full-text-queries.html#java-query-dsl-simple-query-string-query'> * @throws Exception */ @Test public void matchQuery() throws Exception{ QueryBuilder qb = QueryBuilders.matchQuery( "title" , "C" ); SearchResponse response = client.prepareSearch(article).setQuery(qb).get(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * termQuery 查询 * @throws Exception */ @Test public void termQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.termQuery("id","11"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * termQuery 查询 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void termsQuerys() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.termsQuery("id","1","2"); SearchResponse response = client.prepareSearch("article").setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * 范围查询RangeQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void rangeQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.rangeQuery("price") .from(1) .to(100) .includeLower(false) .includeUpper(false); // A simplified form using gte, gt, lt or lte QueryBuilder _qb = QueryBuilders.rangeQuery("price") .gte("10") .lt("20"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * multiMatchQuery 查询 * multiMatchQuery针对的是多个field,当fieldNames有多个参数时，如field1和field2，那查询的结果中，要么field1中包含text，要么field2中包含text。 */ @Test public void multiMatchQuery(){ QueryBuilder queryBuilder = QueryBuilders.multiMatchQuery("JAVA编程思想","title", "content"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * MultiMatchQueryBuilder * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-full-text-queries.html#java-query-dsl-simple-query-string-query'> * @throws Exception */ @Test public void MultiMatchQueryBuilder() throws Exception { MultiMatchQueryBuilder multiMatchQueryBuilder = QueryBuilders.multiMatchQuery("JAVA编程思想","title", "content"); multiMatchQueryBuilder.analyzer("standard"); multiMatchQueryBuilder.cutoffFrequency(0.001f); multiMatchQueryBuilder.field("title",20); multiMatchQueryBuilder.fuzziness(Fuzziness.TWO); multiMatchQueryBuilder.maxExpansions(100); multiMatchQueryBuilder.prefixLength(10); multiMatchQueryBuilder.tieBreaker(20); multiMatchQueryBuilder.type(MultiMatchQueryBuilder.Type.BEST_FIELDS); multiMatchQueryBuilder.boost(20); SearchResponse searchResponse = client.prepareSearch() .setIndices(article) .setTypes(content) .setQuery(multiMatchQueryBuilder) .execute() .actionGet(); for (SearchHit searchHit: searchResponse.getHits()) { println(searchHit); } } /** * MatchQueryBuilder * @throws Exception */ @Test public void MatchQueryBuilder() throws Exception { MatchQueryBuilder matchQueryBuilder = QueryBuilders.matchQuery("title","JAVA编程思想"); matchQueryBuilder.fuzziness(Fuzziness.AUTO); SearchResponse searchResponse = client.prepareSearch() .setIndices(article) .setTypes(content) .setQuery(matchQueryBuilder) .execute() .actionGet(); println(searchResponse); } /** * 和matchQuery一样 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-full-text-queries.html#java-query-dsl-simple-query-string-query'> * @throws Exception */ @Test public void commonTermsQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.commonTermsQuery("id", "1"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * MultiGetResponse 查询多个xxx的值 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-docs-multi-get.html'> * @throws Exception */ @Test public void MultiGetResponse() throws Exception { MultiGetResponse multiGetItemResponses = client.prepareMultiGet() .add(article, content, "526") .add(article, content, "572", "582", "613") .get(); for (MultiGetItemResponse itemResponse : multiGetItemResponses) { GetResponse response = itemResponse.getResponse(); if (response.isExists()) { String json = response.getSourceAsString(); System.out.println(json); } } } /** * +包含 -除外 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-full-text-queries.html#java-query-dsl-simple-query-string-query'> * @throws Exception */ @Test public void queryStringQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.queryStringQuery("*:*"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * +包含 -除外 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-full-text-queries.html#java-query-dsl-simple-query-string-query'> * @throws Exception */ @Test public void simpleQueryStringQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.simpleQueryStringQuery("+id:1"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * existsQuery * 匹配含有id字段的记录 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void existsQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.existsQuery("id"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * prefixQuery 匹配包含具有指定前缀的术语的文档的查询 * 匹配title中前缀为JAVA的记录 * 匹配分词前缀 如果字段没分词，就匹配整个字段前缀 * 前缀匹配（比如我要查询的是192.168.1.12，但是当输入192.168、192.168.1、192.168.1.1等的情况都会有相应结果返回，只不过是个范围) * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void prefixQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.prefixQuery( "title", "192.138" ); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * MatchPhrasePrefixQueryBuilder 为提供的字段名称和文本创建一个类型为“PHRASE_PREFIX”的匹配查询。 * @throws Exception */ @Test public void MatchPhrasePrefixQueryBuilder() throws Exception { String key = "C++"; MatchPhrasePrefixQueryBuilder matchPhrasePrefixQueryBuilder = QueryBuilders.matchPhrasePrefixQuery("title",key); matchPhrasePrefixQueryBuilder.boost(10); matchPhrasePrefixQueryBuilder.analyzer("standard"); matchPhrasePrefixQueryBuilder.slop(2); matchPhrasePrefixQueryBuilder.maxExpansions(100); SearchResponse searchResponse = client.prepareSearch() .setIndices(article) .setTypes(content) .setQuery(matchPhrasePrefixQueryBuilder) .execute() .actionGet(); for (SearchHit searchHit: searchResponse.getHits()) { println(searchHit); } } /** * wildcardQuery * 通配符 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void wildcardQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.wildcardQuery("author", "*e");//J?V* SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * fuzzyQuery 使用模糊查询匹配文档的查询 * @throws Exception */ @Test public void fuzzyQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.fuzzyQuery( "author", "e" ); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * boolQuery 匹配与其他查询的布尔组合匹配的文档的查询。 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html'> * @throws Exception */ @Test public void BoostQuery() throws Exception{ BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery() .should(QueryBuilders.termQuery("author","eeee")).boost(100) //设置此查询的权重。 匹配此查询的文件（除正常权重之外）的得分乘以提供的提升。 .should(QueryBuilders.termQuery("id","AV5NF_Dbhqf-jFOFkksT").boost(1)); SearchResponse response=client.prepareSearch("article").setQuery(boolQueryBuilder).execute().get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * boolQuery * @throws Exception */ @Test public void boolQuery() throws Exception { QueryBuilder qb = QueryBuilders.boolQuery() .must(QueryBuilders.termQuery("author", "eeee")) .must(QueryBuilders.termQuery("title", "JAVA思想")) .mustNot(QueryBuilders.termQuery("content", "C++")) //添加不得出现在匹配文档中的查询。 .should(QueryBuilders.termQuery("id", "AV5NF_Dbhqf-jFOFkksT"))//添加应该与返回的文档匹配的子句。 对于具有no的布尔查询,子句必须一个或多个SHOULD子句且必须与文档匹配,用于布尔值查询匹配。 不允许null值。 .filter(QueryBuilders.termQuery("price", "30.3"));//添加一个查询，必须出现在匹配的文档中，但会不贡献得分。 不允许null值。 SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * boostingQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html'> * @throws Exception */ @Test public void boostingQuery() throws Exception { QueryBuilder qb = QueryBuilders.boostingQuery( QueryBuilders.termQuery("id","AV5NF_Dbhqf-jFOFkksR"), QueryBuilders.termQuery("title","C")) .negativeBoost(0.2f);//设置负增强因子。 SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * constantScoreQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html'> * @throws Exception */ @Test public void constantScoreQuery() throws Exception { QueryBuilder qb = QueryBuilders.constantScoreQuery( QueryBuilders.termQuery("title","C") ).boost(2.0f); SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * disMaxQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html'> * @throws Exception */ @Test public void disMaxQuery() throws Exception { QueryBuilder qb = QueryBuilders.disMaxQuery() .add(QueryBuilders.termQuery("id", "512")) .add(QueryBuilders.termQuery("author", "ckse")) .boost(1.2f) .tieBreaker(0.7f); SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * functionScoreQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html'> * @throws Exception */ @Test public void functionScoreQuery() throws Exception { FunctionScoreQueryBuilder.FilterFunctionBuilder[] functions = { new FunctionScoreQueryBuilder.FilterFunctionBuilder( QueryBuilders.matchQuery("id", "512"), ScoreFunctionBuilders.randomFunction("ABCDEF")), new FunctionScoreQueryBuilder.FilterFunctionBuilder( ScoreFunctionBuilders.exponentialDecayFunction("age", 0L, 1L)) }; QueryBuilder qb = QueryBuilders.functionScoreQuery(functions); SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * regexpQuery 匹配包含具有指定正则表达式的术语的文档的查询。 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void regexpQuery() throws Exception { QueryBuilder qb = QueryBuilders.regexpQuery( "title", "*J"); SearchResponse response=client.prepareSearch().setQuery(qb).execute().actionGet(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * typeQuery * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void typeQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.typeQuery("data"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * idsQuery * 类型是可选的 * 指定type和id进行查询。 * <a href='https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html'> * @throws Exception */ @Test public void idsQuery() throws Exception{ QueryBuilder queryBuilder = QueryBuilders.idsQuery(content) .addIds("512", "520", "531"); SearchResponse response = client.prepareSearch(article).setQuery(queryBuilder).get(); for (SearchHit searchHit: response.getHits()) { println(searchHit); } } /** * group 分组查询 */ @Test public void group(){ } /** * Aggregation */ @Test public void Aggregation() { BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery(); //添加时间范围过滤 boolQueryBuilder.must(QueryBuilders.rangeQuery("@timestamp").format("yyyy-MM-dd HH:mm:ss").gte("").lte("")); AggregationBuilder aggregationBuilder = AggregationBuilders //terms(查询字段别名).field(分组字段) .terms("").field("") .order(Terms.Order.aggregation("", false)) .size(10) .subAggregation(AggregationBuilders.count("").field("")); SearchRequestBuilder searchRequestBuilder = client.prepareSearch("article").setTypes("articledate") .setQuery(boolQueryBuilder) .addAggregation(aggregationBuilder) .setSize(0); SearchResponse sr = searchRequestBuilder.execute().actionGet(); Terms genders = sr.getAggregations().get("");//统计字段别名 for (Terms.Bucket entry : genders.getBuckets()) { System.out.println((String) entry.getKey()+"-("+entry.getDocCount()+")"); } //如想group by 时间，并且按天来进行分组 AggregationBuilder aggregation = AggregationBuilders .dateHistogram("agg") .field("@timestamp") .format("yyyy-MM-dd") .dateHistogramInterval(DateHistogramInterval.DAY); //可能有新需求，group by 时间，姓名 //AggregationBuilder nameAgg = AggregationBuilders.terms(姓名别名).field(姓名).size(10); //aggregation.subAggregation(nameAgg); //可以能需要进行名称统计，但是需要distinct //aggregation.subAggregation(AggregationBuilders.cardinality(别名).field(姓名)) //其他如下 // （1）统计某个字段的数量 // ValueCountBuilder vcb= AggregationBuilders.count("count_uid").field("uid"); // （2）去重统计某个字段的数量（有少量误差） // CardinalityBuilder cb= AggregationBuilders.cardinality("distinct_count_uid").field("uid"); // （3）聚合过滤 // FilterAggregationBuilder fab= AggregationBuilders.filter("uid_filter").filter(QueryBuilders.queryStringQuery("uid:001")); // （4）按某个字段分组 // TermsBuilder tb= AggregationBuilders.terms("group_name").field("name"); // （5）求和 // SumBuilder sumBuilder= AggregationBuilders.sum("sum_price").field("price"); // （6）求平均 // AvgBuilder ab= AggregationBuilders.avg("avg_price").field("price"); // （7）求最大值 // MaxBuilder mb= AggregationBuilders.max("max_price").field("price"); // （8）求最小值 // MinBuilder min= AggregationBuilders.min("min_price").field("price"); // （9）按日期间隔分组 // DateHistogramBuilder dhb= AggregationBuilders.dateHistogram("dh").field("date"); // （10）获取聚合里面的结果 // TopHitsBuilder thb= AggregationBuilders.topHits("top_result"); // （11）嵌套的聚合 // NestedBuilder nb= AggregationBuilders.nested("negsted_path").path("quests"); // （12）反转嵌套 // AggregationBuilders.reverseNested("res_negsted").path("kps "); } /** * MultiSearchResponse 多字段检索 */ @Test public void MultiSearchResponse(){ SearchRequestBuilder srb1 = client.prepareSearch().setQuery(QueryBuilders.queryStringQuery("JAVA")); SearchRequestBuilder srb2 = client.prepareSearch().setQuery(QueryBuilders.matchQuery("title", "C")); MultiSearchResponse sr = client.prepareMultiSearch().add(srb1).add(srb2).get(); for (MultiSearchResponse.Item item : sr.getResponses()) { SearchResponse response = item.getResponse(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } } /** * 复杂查询 */ @Test public void complexSearch1(){ int page=1; int pageSize=10; String keyword=""; BoolQueryBuilder boolQueryBuilder=QueryBuilders.boolQuery(); if(keyword!=null&&!keyword.equals("")){ QueryBuilder nameBuilder=QueryBuilders.matchQuery("zuName", keyword).analyzer("ik_max_word").boost(10); QueryBuilder labelBuilder=QueryBuilders.matchQuery("zuLabelName", keyword).analyzer("ik_max_word").boost(10); QueryBuilder categoryBuilder=QueryBuilders.matchQuery("categoryName", keyword).analyzer("ik_max_word").boost(10); boolQueryBuilder.should(nameBuilder).should(labelBuilder).should(categoryBuilder); }else{ boolQueryBuilder.must(QueryBuilders.matchAllQuery()); } SearchResponse response=client.prepareSearch("article").setTypes("articledate") .setQuery(boolQueryBuilder) .setFrom((page-1)*pageSize).setSize(pageSize) .setExplain(true) .get(); SearchHits hits=response.getHits(); } /** * 复杂查询2 */ @Test public void complexSearch2(){ String relatedValue="fendo"; String userId="1234"; int page=1; int pageSize=10; BoolQueryBuilder builders=new BoolQueryBuilder(); //加上条件 builders.must(QueryBuilders.termQuery("userId", userId)); if(relatedValue=="fendo"){ builders.must(QueryBuilders.nestedQuery("related4ZuValue", QueryBuilders.boolQuery() .must(QueryBuilders.termQuery("related4ZuValue.nameValue", "")) //.must(QueryBuilders.rangeQuery("endTime").lte(LongformStringDate(System.currentTimeMillis()))) ,ScoreMode.None)); }else{ builders.must(QueryBuilders.nestedQuery("related4ZuValue", QueryBuilders.termQuery("related4ZuValue.nameValue", ""), ScoreMode.None)); } SearchResponse response=client.prepareSearch("article").setTypes("articledate") .setQuery(builders).setFrom((page-1)*pageSize) .setSize(pageSize) .get(); SearchHits hits=response.getHits(); } /** * 取查询结果总和count */ @Test public void countSum() { int relatedValue=1; String userId="111"; BoolQueryBuilder builders=new BoolQueryBuilder(); builders.must(QueryBuilders.termQuery("userId", userId)); if(relatedValue==1){ builders.must(QueryBuilders.nestedQuery("related4ZuValue",QueryBuilders.boolQuery() .must(QueryBuilders.termQuery("related4ZuValue.nameValue", "123")) .must(QueryBuilders.rangeQuery("endTime").lte("")) ,ScoreMode.None)); }else{ builders.must(QueryBuilders.nestedQuery("related4ZuValue", QueryBuilders.termQuery("related4ZuValue.nameValue", "111"), ScoreMode.None)); } SearchResponse response=client.prepareSearch("article").setTypes("articledate") .setQuery(builders) .setSize(1) .get(); SearchHits hits=response.getHits(); System.out.println(hits.getTotalHits()); } /** * 聚合求和sum * @param keyword * @param startTime * @param endTime */ @Test public void getPlatformZuOrdersTotalAmount() { String keyword=""; String startTime=""; String endTime=""; BoolQueryBuilder boolQueryBuilder=QueryBuilders.boolQuery(); if(keyword==null||keyword.equals("")){ QueryBuilder queryBuilder=QueryBuilders.matchAllQuery(); boolQueryBuilder.must(queryBuilder); }else{ QueryBuilder zuNameBuilder=QueryBuilders.matchQuery("zuName", keyword); QueryBuilder buyerNameBuilder=QueryBuilders.matchQuery("buyerName", keyword); QueryBuilder sellerNameBuilder=QueryBuilders.matchQuery("sellerName", keyword); boolQueryBuilder.should(zuNameBuilder).should(buyerNameBuilder).should(sellerNameBuilder); } if(!startTime.equals("")){ QueryBuilder addTimeBuilder=QueryBuilders.rangeQuery("addTime").from(startTime).to(endTime); boolQueryBuilder.must(addTimeBuilder); } SearchResponse response=client.prepareSearch("article").setTypes("articledate") .setQuery(boolQueryBuilder) .addAggregation(AggregationBuilders.sum("price").field("price")) .get(); Sum sum=response.getAggregations().get("price"); System.out.println(sum.getValue()); } /** * ---------------------------分页 */ /** * 使用Scroll方法分页 */ @Test public void queryPageScroll(){ QueryBuilder qb = QueryBuilders.termQuery("id", "1"); SearchResponse scrollResp = client.prepareSearch("article") .addSort(FieldSortBuilder.DOC_FIELD_NAME, SortOrder.ASC) .setScroll(new TimeValue(60000)) .setQuery(qb) .setSize(1).get(); do { for (SearchHit hit : scrollResp.getHits().getHits()) { println(hit); } scrollResp = client.prepareSearchScroll(scrollResp.getScrollId()).setScroll(new TimeValue(60000)).execute().actionGet(); } while(scrollResp.getHits().getHits().length != 0); } /** * 分页 * @throws Exception */ @Test public void fenye() throws Exception { SearchResponse response = client.prepareSearch("article") .setQuery(QueryBuilders.matchAllQuery()) .setFrom(10) .setSize(20) .execute().actionGet(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * 高亮 * @throws Exception */ @Test public void highlighter() throws Exception{ QueryBuilder matchQuery = QueryBuilders.matchQuery("author", "fendo"); HighlightBuilder hiBuilder=new HighlightBuilder(); hiBuilder.preTags("<h2>"); hiBuilder.postTags("</h2>"); hiBuilder.field("author"); // 搜索数据 SearchResponse response = client.prepareSearch("article") .setQuery(matchQuery) .highlighter(hiBuilder) .execute().actionGet(); for (SearchHit searchHit : response.getHits()) { println(searchHit); } } /** * ---------------------------分词器 */ /** * AnalyzeRequest 分词器 * <a href='https://www.elastic.co/guide/cn/elasticsearch/guide/current/standard-tokenizer.html'> * @throws Exception */ @Test public void AnalyzeRequest() throws Exception { AnalyzeRequest analyzeRequest = new AnalyzeRequest(); analyzeRequest.text("My œsophagus caused a débâcle"); /** * whitespace （空白字符）分词器按空白字符 —— 空格、tabs、换行符等等进行简单拆分 * letter 分词器 ，采用另外一种策略，按照任何非字符进行拆分 * standard 分词器使用 Unicode 文本分割算法 */ analyzeRequest.addTokenFilter("standard"); analyzeRequest.addCharFilter("asciifolding"); ActionFuture<AnalyzeResponse> analyzeResponseActionFuture = client.admin().indices().analyze(analyzeRequest); List<AnalyzeResponse.AnalyzeToken> analyzeTokens = analyzeResponseActionFuture.actionGet().getTokens(); for (AnalyzeResponse.AnalyzeToken analyzeToken : analyzeTokens){ System.out.println(analyzeToken.getTerm()); } } /** * IK分词器 * @param args * @throws IOException */ public void IKAnalyzer(String []args) throws IOException { Settings settings = Settings.EMPTY; IKAnalyzer analyzer = new IKAnalyzer(); String text = "中华人民共和国国歌"; StringReader stringReader = new StringReader(text); TokenStream tokenStream = analyzer.tokenStream("",stringReader); tokenStream.reset(); CharTermAttribute term=tokenStream.getAttribute(CharTermAttribute.class); while(tokenStream.incrementToken()){ System.out.print(term.toString()+"—"); } stringReader.close(); tokenStream.close(); } /** * 输出结果SearchResponse * @param response */ public static void println(SearchResponse response){ System.err.println("*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-"); System.err.println( "getFailedShards : " + response.getFailedShards() + " " + "getNumReducePhases : " + response.getNumReducePhases() + " " + "getScrollId : " + response.getScrollId() + " " + "getTookInMillis : " + response.getTookInMillis() + " " + "getTotalShards : " + response.getTotalShards() + " " + "getAggregations : " + response.getAggregations() + " " + "getProfileResults : " + response.getProfileResults() + " " + "getShardFailures : " + response.getShardFailures() + " " + "getSuggest : " + response.getSuggest() + " " + "getTook : " + response.getTook() + " " + "isTerminatedEarly : " + response.isTerminatedEarly() + " " + "isTimedOut : " + response.isTimedOut() + " " + "remoteAddress : " + response.remoteAddress() + " " + "status : " + response.status() + " " + "getHits : " + response.getHits() ); } /** * 输出结果SearchResponse * @param response */ public static void println(SearchHit searchHit){ System.err.println("*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-"); System.err.println( "docId : " + searchHit.docId() + " " + "getId : " + searchHit.getId() + " " + "getIndex : " + searchHit.getIndex()+ " " + "getScore : " + searchHit.getScore() + " " + "getSourceAsString : " + searchHit.getSourceAsString() + " " + "getType : " + searchHit.getType() + " " + "getVersion : " + searchHit.getVersion() + " " + "fieldsOrNull : " + searchHit.fieldsOrNull() + " " + "getExplanation : " + searchHit.getExplanation() + " " + "getFields : " + searchHit.getFields() + " " + "highlightFields : " + searchHit.highlightFields() + " " + "hasSource : " + searchHit.hasSource() ); } }