Elasticsearch系列(五)----JAVA客户端之TransportClient操作详解

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:

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1. <project xmlns="http://maven.apache.org/POM/4.0.0"  xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"  
2.   xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">  
3.   <modelVersion>4.0.0</modelVersion>  
4.   <groupId>com.fendo</groupId>  
5.   <artifactId>TransportClient</artifactId >  
6.   <packaging>war</packaging>  
7.   <version>0.0.1-SNAPSHOT</version>  
8.   <name>TransportClient Maven Webapp</name >  
9.   <url>http://maven.apache.org</url>  
10.     
11.    <!-- 初始化框架的版本号 -->  
12.     <properties>  
13.         <spring.version>4.2.7.RELEASE</ spring.version>  
14.     </properties>  
15.     
16.   <dependencies>  
17.   
18.     <dependency>  
19.         <groupId>junit</groupId >  
20.         <artifactId>junit</artifactId >  
21.         <version>4.12</version >  
22.     </dependency>  
23.   
24.     <!-- 加入ServletAPI -->  
25.     <dependency>  
26.         <groupId>javax.servlet</groupId >  
27.         <artifactId>javax.servlet-api</ artifactId>  
28.         <version>3.1.0</version >  
29.         <scope>provided</scope >  
30.     </dependency>  
31.     <dependency>  
32.             <groupId>org.hibernate</ groupId>  
33.             <artifactId>hibernate-validator</ artifactId>  
34.             <version>4.2.0.Final</ version>  
35.      </dependency>  
36.           
37.         <!-- MySQL依赖 start -->  
38.         <dependency>  
39.             <groupId>mysql</ groupId>  
40.             <artifactId>mysql-connector-java </artifactId>  
41.             <version>5.1.38</ version>  
42.         </dependency>  
43.   
44.         <!-- MySQL依赖 end -->  
45.           
46.       
47.         <!-- 加入MyBatis 依赖 start -->  
48.         <dependency>  
49.             <groupId>org.mybatis</ groupId>  
50.             <artifactId>mybatis</ artifactId>  
51.             <version>3.2.5</ version>  
52.         </dependency>  
53.         <!-- 加入MyBatis 依赖 end -->  
54.   
55.         <!-- Log4j start -->  
56.         <dependency>  
57.             <groupId>log4j</ groupId>  
58.             <artifactId>log4j</ artifactId>  
59.             <version>1.2.17</ version>  
60.         </dependency>  
61.   
62.         <dependency>  
63.             <groupId>org.apache.logging.log4j </groupId>  
64.             <artifactId>log4j-1.2-api</ artifactId>  
65.             <version>2.7</ version>  
66.         </dependency>  
67.       
68.         <dependency>  
69.             <groupId>org.apache.logging.log4j </groupId>  
70.             <artifactId>log4j-slf4j-impl</ artifactId>  
71.             <version>2.7</ version>  
72.         </dependency>  
73.           
74.         <dependency>  
75.             <groupId>org.apache.logging.log4j </groupId>  
76.             <artifactId>log4j-core</ artifactId>  
77.             <version>2.7</ version>  
78.         </dependency>  
79.           
80.         <!-- Log4j end -->  
81.   
82.   
83.         <!-- 引用c3p0 依赖 start-->  
84.         <dependency>  
85.             <groupId>com.mchange</ groupId>  
86.             <artifactId>c3p0</ artifactId>  
87.             <version>0.9.2.1</ version>  
88.         </dependency>  
89.         <!-- 引用c3p0 依赖 end-->  
90.   
91.         <!-- 引用插件依赖：MyBatis整合Spring -->  
92.         <dependency>  
93.             <groupId>org.mybatis</ groupId>  
94.             <artifactId>mybatis-spring</ artifactId>  
95.             <version>1.3.0</ version>  
96.         </dependency>  
97.       
98.                 <!-- JSTL -->  
99.         <dependency>    
100.             <groupId>javax.servlet</ groupId>    
101.             <artifactId>jstl</ artifactId>    
102.             <version>1.2</ version>    
103.         </dependency>    
104.             
105.         <!--  -->  
106.         <dependency>  
107.             <groupId>com.fasterxml.jackson.core </groupId>  
108.             <artifactId>jackson-core</ artifactId>  
109.             <version>2.9.0</ version>  
110.         </dependency>  
111.         <dependency>  
112.             <groupId>com.fasterxml.jackson.core </groupId>  
113.             <artifactId>jackson-databind</ artifactId>  
114.             <version>2.9.0</ version>  
115.         </dependency>  
116.         <dependency>  
117.             <groupId>com.fasterxml.jackson.core </groupId>  
118.             <artifactId>jackson-annotations</ artifactId>  
119.             <version>2.9.0</ version>  
120.         </dependency>  
121.           
122.   
123.   
124.     <dependency>  
125.         <groupId>com.alibaba</groupId >  
126.         <artifactId>fastjson</artifactId >  
127.         <version>1.2.12</version >  
128.     </dependency>  
129.               
130.               
131.               
132.     <!-- Elasticserach5 -->  
133.     <dependency>  
134.             <groupId>org.elasticsearch</ groupId>  
135.             <artifactId>elasticsearch</ artifactId>  
136.             <version>5.5.1</ version>  
137.         </dependency>  
138.           
139.           
140.    <!--  <dependency>  
141.             <groupId>org.elasticsearch.module </groupId>  
142.             <artifactId>reindex</ artifactId>  
143.             <version>2.4.3</ version>  
144.         </dependency> -->  
145.           
146.           
147.     <dependency>  
148.               <groupId>com.google.collections </groupId>  
149.           <artifactId>google-collections</ artifactId>  
150.            <version>1.0</ version>  
151.     </dependency>  
152.           
153.     <!-- transport客户端 -->  
154.     <dependency>  
155.             <groupId>org.elasticsearch.client </groupId>  
156.             <artifactId>transport</ artifactId>  
157.             <version>5.5.1</ version>  
158.         </dependency>  
159.   
160.     <!-- IK分词器 -->  
161.     <dependency>  
162.             <groupId>org.elasticsearch</ groupId>  
163.             <artifactId>elasticsearch-analysis-ik </artifactId>  
164.             <version>5.5.1</ version>  
165.         </dependency>  
166.           
167.   
168.           
169.   </dependencies>  
170.     
171.   <repositories>  
172.         <repository>  
173.             <id>spring-libs-snapshot</ id>  
174.             <name>Spring Snapshot Repository </name>  
175.             <url>http://repo.spring.io/libs-snapshot </url>  
176.         </repository>  
177.         <repository>  
178.             <id>elasticsearch-releases</ id>  
179.             <url>https://artifacts.elastic.co/maven </url>  
180.             <releases>  
181.                 <enabled>true </enabled>  
182.             </releases>  
183.             <snapshots>  
184.                 <enabled>false </enabled>  
185.             </snapshots>  
186.         </repository>  
187.     </repositories>  
188.     
189.   <build>  
190.     <finalName>TransportClient</finalName >  
191.          <plugins>  
192.             <plugin>  
193.                 <groupId>org.apache.maven.plugins </groupId>  
194.                 <artifactId>maven-compiler-plugin </artifactId>  
195.                 <configuration>  
196.                     <source>1.8 </source>  
197.                     <target>1.8 </target>  
198.                 </configuration>  
199.             </plugin>  
200.         </plugins>  
201.   </build>  
202. </project>  

<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:

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1. package com.fendo.temp;  
2.   
3. import java.io.BufferedReader;  
4. import java.io.BufferedWriter;  
5. import java.io.File;  
6. import java.io.FileReader;  
7. import java.io.FileWriter;  
8. import java.io.IOException;  
9. import java.io.StringReader;  
10. import java.net.InetAddress;  
11. import java.net.UnknownHostException;  
12. import java.text.SimpleDateFormat;  
13. import java.util.ArrayList;  
14. import java.util.Collection;  
15. import java.util.Date;  
16. import java.util.HashMap;  
17. import java.util.HashSet;  
18. import java.util.List;  
19. import java.util.Map;  
20. import java.util.Set;  
21. import java.util.concurrent.ExecutionException;  
22.   
23. import org.elasticsearch.action.get.GetResponse;  
24. import org.elasticsearch.action.get.MultiGetItemResponse;  
25. import org.elasticsearch.action.get.MultiGetResponse;  
26. import org.elasticsearch.index.query.MatchQueryBuilder;  
27. import org.elasticsearch.action.ActionFuture;  
28. import org.elasticsearch.action.admin.indices.analyze.AnalyzeRequest;  
29. import org.elasticsearch.action.admin.indices.analyze.AnalyzeResponse;  
30. import org.elasticsearch.script.Script;  
31. import org.elasticsearch.script.ScriptType;  
32. import org.elasticsearch.index.query.MultiMatchQueryBuilder;  
33. import org.elasticsearch.index.query.MatchPhrasePrefixQueryBuilder;  
34. import org.elasticsearch.index.query.MatchPhraseQueryBuilder;  
35. import org.elasticsearch.action.search.MultiSearchResponse;  
36. import org.apache.lucene.analysis.TokenStream;  
37. import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;  
38. import org.apache.lucene.search.join.ScoreMode;  
39. import org.elasticsearch.action.admin.indices.create.CreateIndexRequestBuilder;  
40. import org.elasticsearch.action.admin.indices.create.CreateIndexResponse;  
41. import org.elasticsearch.action.admin.indices.delete.DeleteIndexResponse;  
42. import org.elasticsearch.action.admin.indices.exists.indices.IndicesExistsRequest;  
43. import org.elasticsearch.action.admin.indices.exists.indices.IndicesExistsResponse;  
44. import org.elasticsearch.action.bulk.BulkRequestBuilder;  
45. import org.elasticsearch.action.bulk.BulkResponse;  
46. import org.elasticsearch.action.delete.DeleteResponse;  
47. import org.elasticsearch.action.index.IndexRequest;  
48. import org.elasticsearch.action.index.IndexRequestBuilder;  
49. import org.elasticsearch.action.index.IndexResponse;  
50. import org.elasticsearch.action.search.SearchRequestBuilder;  
51. import org.elasticsearch.action.search.SearchResponse;  
52. import org.elasticsearch.action.search.SearchType;  
53. import org.elasticsearch.action.update.UpdateRequest;  
54. import org.elasticsearch.action.update.UpdateResponse;  
55. import org.elasticsearch.client.Response;  
56. import org.elasticsearch.client.transport.TransportClient;  
57. import org.elasticsearch.common.settings.Settings;  
58. import org.elasticsearch.common.transport.InetSocketTransportAddress;  
59. import org.elasticsearch.common.unit.Fuzziness;  
60. import org.elasticsearch.common.unit.TimeValue;  
61. import org.elasticsearch.common.xcontent.XContentBuilder;  
62. import org.elasticsearch.common.xcontent.XContentFactory;  
63. import org.elasticsearch.index.query.BoolQueryBuilder;  
64. import org.elasticsearch.index.query.QueryBuilder;  
65. import org.elasticsearch.index.query.QueryBuilders;  
66. import org.elasticsearch.index.query.functionscore.FunctionScoreQueryBuilder;  
67. import org.elasticsearch.index.query.functionscore.ScoreFunctionBuilders;  
68. import org.elasticsearch.search.SearchHit;  
69. import org.elasticsearch.search.SearchHits;  
70. import org.elasticsearch.search.aggregations.AggregationBuilder;  
71. import org.elasticsearch.search.aggregations.AggregationBuilders;  
72. import org.elasticsearch.search.aggregations.Aggregations;  
73. import org.elasticsearch.search.aggregations.bucket.histogram.DateHistogramInterval;  
74. import org.elasticsearch.search.aggregations.bucket.terms.Terms;  
75. import org.elasticsearch.search.aggregations.bucket.terms.Terms.Bucket;  
76. import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder;  
77. import org.elasticsearch.search.aggregations.metrics.sum.Sum;  
78. import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;  
79. import org.elasticsearch.search.sort.FieldSortBuilder;  
80. import org.elasticsearch.search.sort.SortOrder;  
81. import org.elasticsearch.transport.client.PreBuiltTransportClient;  
82. import org.elasticsearch.action.bulk.BackoffPolicy;  
83. import org.elasticsearch.action.bulk.BulkItemResponse;  
84. import org.elasticsearch.action.bulk.BulkProcessor;  
85. import org.elasticsearch.action.bulk.BulkRequest;  
86. import org.elasticsearch.action.bulk.BulkResponse;  
87. import org.elasticsearch.common.unit.ByteSizeUnit;  
88. import org.elasticsearch.common.unit.ByteSizeValue;  
89. import org.elasticsearch.common.unit.TimeValue;  
90.   
91. import org.wltea.analyzer.lucene.IKAnalyzer;  
92. import org.joda.time.DateTime;  
93. import org.junit.Before;  
94. import org.junit.Test;  
95.   
96. import com.alibaba.fastjson.JSONObject;  
97.   
98.   
99.   
100. public class TransportClientTest {  
101.   
102.       
103.     private TransportClient client;  
104.       
105.       
106.     private final static String article="article";  
107.     private final static String content="content";  
108.       
109.     @Before  
110.     public void getClient() throws Exception{  
111.         //设置集群名称  
112.         Settings settings = Settings.builder().put("cluster.name", "my-application").build();// 集群名  
113.         //创建client  
114.         client  = new PreBuiltTransportClient(settings)  
115.                 .addTransportAddress(new InetSocketTransportAddress(InetAddress.getByName("127.0.0.1"), 9300));  
116.     }  
117.       
118.     /**  
119.      * -----------------------------------------增(创建索引,增加映射,新增文档)  
120.      */  
121.       
122.       
123.     /**  
124.      * 创建索引的四种方法  
125.      */  
126.       
127.     @Test  
128.     public void JSON(){  
129.         String json = "{" +  
130.                 "\"id\":\"kimchy\"," +  
131.                 "\"postDate\":\"2013-01-30\"," +  
132.                 "\"message\":\"trying out Elasticsearch\"" +  
133.             "}";  
134.   
135.     }  
136.       
137.     /**  
138.      * 创建索引并添加映射  
139.      * @throws IOException   
140.      */  
141.     @Test  
142.     public void CreateIndexAndMapping() throws Exception{  
143.                   
144.         CreateIndexRequestBuilder  cib=client.admin().indices().prepareCreate(article);  
145.             XContentBuilder mapping = XContentFactory.jsonBuilder()  
146.                     .startObject()  
147.                         .startObject("properties") //设置之定义字段  
148.                           .startObject("author")  
149.                             .field("type","string") //设置数据类型  
150.                           .endObject()  
151.                           .startObject("title")  
152.                              .field("type","string")  
153.                           .endObject()  
154.                           .startObject("content")  
155.                              .field("type","string")  
156.                           .endObject()  
157.                           .startObject("price")  
158.                              .field("type","string")  
159.                           .endObject()  
160.                           .startObject("view")  
161.                              .field("type","string")  
162.                           .endObject()  
163.                           .startObject("tag")  
164.                              .field("type","string")  
165.                           .endObject()  
166.                           .startObject("date")  
167.                              .field("type","date")  //设置Date类型  
168.                              .field("format","yyyy-MM-dd HH:mm:ss") //设置Date的格式  
169.                           .endObject()  
170.                       .endObject()  
171.                     .endObject();  
172.             cib.addMapping(content, mapping);  
173.               
174.             CreateIndexResponse res= cib.execute().actionGet();  
175.               
176.             System.out.println("----------添加映射成功----------");  
177.     }  
178.       
179.     /**  
180.      *  创建索引并添加文档  
181.      * @throws Exception  
182.      */  
183.     @Test  
184.     public void addIndexAndDocument() throws Exception{  
185.                   
186.         Date time =  new Date();  
187.   
188.         IndexResponse response =  client.prepareIndex(article, content)  
189.         .setSource(XContentFactory.jsonBuilder().startObject()  
190.         .field("id","447")  
191.         .field("author","fendo")  
192.         .field("title","192.138.1.2")  
193.         .field("content","这是JAVA有关的书籍")  
194.         .field("price","20")  
195.         .field("view","100")  
196.         .field("tag","a,b,c,d,e,f")  
197.         .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time))  
198.         .endObject())  
199.         .get();  
200.         System.out.println("添加索引成功,版本号："+response.getVersion());  
201.     }  
202.       
203.   
204.     /**  
205.      * -------------------------------------Bulk---------------------------------  
206.      */  
207.       
208.       
209.     /**  
210.      * bulkRequest  
211.      * @throws Exception  
212.      */  
213.     @Test  
214.     public void bulkRequest() throws Exception {  
215.         BulkRequestBuilder bulkRequest =  client.prepareBulk();  
216.   
217.         Date time =  new Date();  
218.           
219.         // either use client#prepare, or use Requests# to directly build index/delete requests  
220.         bulkRequest.add(client.prepareIndex(article, content, "199")  
221.                 .setSource(XContentFactory.jsonBuilder()  
222.                         .startObject()  
223.                         .field("id","199")  
224.                         .field("author","fendo")  
225.                         .field("title","BULK")  
226.                         .field("content","这是BULK有关的书籍")  
227.                         .field("price","40")  
228.                         .field("view","300")  
229.                         .field("tag","a,b,c")  
230.                         .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time))  
231.                         .endObject()  
232.                 )  
233.         );  
234.   
235.         bulkRequest.add(client.prepareIndex(article,content, "101")  
236.                 .setSource(XContentFactory.jsonBuilder()  
237.                         .startObject()  
238.                         .field("id","101")  
239.                         .field("author","fendo")  
240.                         .field("title","ACKSE")  
241.                         .field("content","这是ACKSE有关的书籍")  
242.                         .field("price","50")  
243.                         .field("view","200")  
244.                         .field("tag","a,b,c")  
245.                         .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time))  
246.                         .endObject()  
247.                 )  
248.         );  
249.   
250.         BulkResponse bulkResponse =  bulkRequest.get();  
251.         if (bulkResponse.hasFailures()) {  
252.             // process failures by iterating through each bulk response item  
253.             //System.out.println(bulkResponse.getTook());  
254.         }  
255.     }  
256.       
257.       
258.       
259.     /**设置自动提交文档  
260.      * BulkProcessor  
261.      * @throws Exception  
262.      */  
263.     @Test  
264.     public void autoBulkProcessor() throws Exception {  
265.           
266.         BulkProcessor bulkProcessor =  BulkProcessor.builder(client,  
267.         new BulkProcessor.Listener() {  
268.             @Override  
269.             public void beforeBulk(long executionId,  
270.                                    BulkRequest request) {  
271.                 //提交前调用  
272.       
273.             }  
274.       
275.             @Override  
276.             public void afterBulk(long executionId,  
277.                                   BulkRequest request,  
278.                                   BulkResponse response) {  
279.                 //提交结束后调用（无论成功或失败）  
280.                 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！" : ""));  
281.       
282.             }  
283.       
284.             @Override  
285.             public void afterBulk(long executionId,  
286.                                   BulkRequest request,  
287.                                   Throwable failure) {  
288.                  //提交结束且失败时调用  
289.                  System.out.println( " 有文档提交失败！after failure=" + failure);  
290.       
291.             }  
292.         })  
293.         //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。  
294.         .setBulkActions(10000)//文档数量达到1000时提交  
295.         .setBulkSize(new ByteSizeValue(5, ByteSizeUnit.MB))//总文档体积达到5MB时提交   
296.         .setFlushInterval(TimeValue.timeValueSeconds(5))//每5S提交一次（无论文档数量、体积是否达到阈值）  
297.         .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  
298.         .setBackoffPolicy(  
299.                 BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3))  
300.         .build();  
301.           
302.         //提交单个  
303.         //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\"}";  
304.         //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  
305.          for(int i= 0;i < 80080;i++){  
306.               //业务对象  
307.               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\"}";  
308.               System.out.println(json);  
309.               bulkProcessor.add(new IndexRequest("article", "content",""+i).source(json));//添加文档，以便自动提交  
310.   
311.          }  
312.            
313.          System.out.println("创建成功!!!");  
314.   
315.     }  
316.       
317.     //手动 批量更新  
318.     @Test  
319.     public void multipleBulkProcessor() throws Exception {  
320.   
321.          BulkRequestBuilder bulkRequest =  client.prepareBulk();  
322.          for(int i= 500;i < 1000;i++){  
323.               //业务对象  
324.               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\"}";  
325.               IndexRequestBuilder indexRequest =  client.prepareIndex("article", "content")  
326.                       //指定不重复的ID  
327.                       .setSource(jsons).setId(String.valueOf(i));  
328.               //添加到builder中  
329.               bulkRequest.add(indexRequest);  
330.          }  
331.          BulkResponse bulkResponse =  bulkRequest.execute().actionGet();  
332.          if (bulkResponse.hasFailures()) {  
333.               // process failures by iterating through each bulk response item  
334.               System.out.println(bulkResponse.buildFailureMessage());  
335.          }  
336.          System.out.println("创建成功!!!");   
337.     }  
338.       
339.     /**  
340.      * 使用Bulk批量添加导入数据  
341.      *   
342.      */  
343.     @Test  
344.     public void ImportBulk(){  
345.         FileReader fr =  null;  
346.         BufferedReader bfr =  null;  
347.         String line= null;  
348.         try {  
349.                 File file =  new File("F:\\Source\\Elasticsearch\\TransportClient\\src\\main\\resources\\bulk.txt");  
350.                 fr= new FileReader(file);  
351.                 bfr= new BufferedReader(fr);  
352.                 BulkRequestBuilder bulkRequest= client.prepareBulk();  
353.                 int count= 0;  
354.                 while((line= bfr.readLine())!=null){  
355.                     bulkRequest.add(client.prepareIndex(article,content).setSource(line));  
356.                     if (count%10==0) {  
357.                         bulkRequest.execute().actionGet();  
358.                     }  
359.                     count++;  
360.                 }  
361.                 bulkRequest.execute().actionGet();  
362.                 System.out.println("导入成功!!!");  
363.         } catch (Exception e) {  
364.                 e.printStackTrace();  
365.         }finally {  
366.             try {  
367.                 bfr.close();  
368.                 fr.close();  
369.             } catch (IOException e) {  
370.                 e.printStackTrace();  
371.             }  
372.         }  
373.     }  
374.       
375.       
376.     /**  
377.      * 使用Bulk批量导出数据  
378.      * @throws ExecutionException   
379.      * @throws InterruptedException   
380.      */  
381.     @Test  
382.     public void ExportBulk() throws Exception{  
383.           
384.       
385.         QueryBuilder queryBuilder =  QueryBuilders.matchAllQuery();  
386.         SearchResponse response =  client.prepareSearch("article").setQuery(queryBuilder).get();  
387.           
388.         SearchHits resultHits =  response.getHits();  
389.   
390.         System.out.println(JSONObject.toJSON(resultHits));  
391.           
392.         FileWriter fw= null;  
393.         BufferedWriter bfw = null;  
394.         try {  
395.             File file =  new File("F:\\Source\\Elasticsearch\\TransportClient\\src\\main\\resources\\bulk.txt");  
396.             fw =  new FileWriter(article);  
397.             bfw =  new BufferedWriter(fw);  
398.   
399.             if (resultHits.getHits().length == 0) {  
400.                 System.out.println("查到0条数据!");  
401.   
402.             } else {  
403.                 for (int i =  0; i  <  resultHits.getHits().length; i++) {  
404.                     String jsonStr =  resultHits.getHits()[i]  
405.                             .getSourceAsString();  
406.                     System.out.println(jsonStr);  
407.                     bfw.write(jsonStr);  
408.                     bfw.write("\n");  
409.                 }  
410.             }  
411.         } catch (Exception e) {  
412.            e.printStackTrace();  
413.         }finally {  
414.             try {  
415.                 bfw.close();  
416.                 fw.close();  
417.             } catch (IOException e) {  
418.                 e.printStackTrace();  
419.             }  
420.         }  
421.     }  
422.       
423.       
424.     /**  
425.      * -----------------------------------------删(删除索引,删除文档)  
426.      */  
427.       
428.       
429.     /**  
430.      * 删除整个索引库  
431.      */  
432.     @Test  
433.     public void deleteAllIndex(){  
434.           
435.         String indexName= "article";  
436.           
437.         /**  
438.          * 两种方式如下:  
439.          */  
440.           
441.         //1)  
442.         //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.  
443.         DeleteIndexResponse dResponse =  client.admin().indices().prepareDelete(indexName)  
444.                 .execute().actionGet();  
445.         System.out.println("是否删除成功:"+dResponse.isAcknowledged());  
446.   
447.           
448.         //2)  
449.         //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：  
450.         IndicesExistsRequest inExistsRequest =  new IndicesExistsRequest(indexName);  
451.           
452.         IndicesExistsResponse inExistsResponse =  client.admin().indices()  
453.                 .exists(inExistsRequest).actionGet();  
454.           
455.         //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.  
456.         System.out.println("是否删除成功:"+inExistsResponse.isExists());  
457.     }  
458.       
459.   
460.     /**  
461.      * 通过ID删除  
462.      */  
463.     @Test  
464.     public void deleteById(){  
465.         DeleteResponse dResponse =  client.prepareDelete(article,content, "AV49wyfCWmWw7AxKFxeb").execute().actionGet();  
466.         if ("OK".equals(dResponse.status())) {  
467.             System.out.println("删除成功");  
468.         } else {  
469.             System.out.println("删除失败");  
470.         }  
471.     }  
472.       
473.       
474.     /**  
475.      * 通过Query delete删除  
476.      */  
477.     @Test  
478.     public void queryDelete() {  
479. //         String guid= "AV49wyfCWmWw7AxKFxeb";  
480. //         String author= "kkkkk";  
481. //         DeleteByQueryAction.INSTANCE.newRequestBuilder(client)  
482. //               .source(article)  
483. //               .filter(QueryBuilders.boolQuery().must(QueryBuilders.termQuery("id", guid)).must(QueryBuilders.termQuery("author", author)).must(QueryBuilders.typeQuery(content)))  
484. //               .get();  
485.     }  
486.       
487.       
488.     /**  
489.      * 使用matchAllQuery删除所有文档  
490.      */  
491.     @Test  
492.     public void deleteAll(){  
493. //         DeleteByQueryAction.INSTANCE.newRequestBuilder(client)  
494. //           .source(article)  
495. //           .filter(QueryBuilders.matchAllQuery())  
496. //           .get();  
497.     }  
498.       
499.       
500.     /**  
501.      * bulk批量通过指定id删除方法  
502.      */  
503.     @Test  
504.     public void batchUndercarriageFamilies() {  
505.        List< String >  publishIds= new ArrayList < >();  
506.        publishIds.add("AV49wyfCWmWw7AxKFxeY");  
507.        publishIds.add("AV49wyfCWmWw7AxKFxea");  
508.        BulkRequestBuilder builder= client.prepareBulk();  
509.        for(String publishId:publishIds){  
510.           System.out.println(publishId);  
511.           builder.add(client.prepareDelete(article, content, publishId).request());  
512.             
513.        }  
514.        BulkResponse bulkResponse =  builder.get();  
515.        System.out.println(bulkResponse.status());  
516.     }  
517.       
518.       
519.   
520.       
521.     /**  
522.      * -----------------------------------------改()  
523.      */  
524.       
525.       
526.     /**  
527.      * 更新文档  
528.      * @throws Exception  
529.      */  
530.     @Test  
531.     public void updateDocument() throws Exception{  
532.           
533.         Date time =  new Date();  
534.   
535.         //创建修改请求  
536.         UpdateRequest updateRequest =  new UpdateRequest();  
537.         updateRequest.index(article);  
538.         updateRequest.type(content);  
539.         updateRequest.id("AV4xv5gAZLX8AvCc6ZWZ");  
540.         updateRequest.doc(XContentFactory.jsonBuilder()  
541.         .startObject()  
542.         .field("author","FKSE")  
543.         .field("title","JAVA思想")  
544.         .field("content","注意:这是JAVA有关的书籍")  
545.         .field("date",new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(time))  
546.         .endObject());  
547.           
548.         UpdateResponse response =  client.update(updateRequest).get();  
549.         System.out.println("更新索引成功");  
550.     }  
551.       
552.       
553.       
554.     /**  
555.      * -----------------------------有问题：要引入:reindex  
556.      */  
557.       
558.       
559.     /**  
560.      * UpdateByQueryRequestBuilder  
561.      * @throws Exception  
562.      */  
563.     @Test  
564.     public void updateByQueryRequestBuilder() throws Exception {  
565. //        UpdateByQueryRequestBuilder updateByQueryRequestBuilder =  UpdateByQueryAction.INSTANCE.newRequestBuilder(client);  
566. //        updateByQueryRequestBuilder  
567. //                .script(new Script(ScriptType.INLINE,"painless","ctx_source.likes++",null))  
568. //                .source()  
569. //                .setQuery(QueryBuilders.termQuery("author","kkkkk"))  
570. //                .setIndices(article)  
571. //                .get();  
572.     }  
573.       
574.       
575.     /**  
576.      * updateByQueryRequestBuilders  
577.      */  
578.     @Test  
579.     public void updateByQueryRequestBuilders(){  
580.           
581. //      Map< String, Object >  maps= new HashMap < >();  
582. //      maps.put("orgin_session_id", 10);  
583. //      maps.put("orgin_session_id", 11);  
584. //      maps.put("orgin_session_id", 12);  
585. //      maps.put("orgin_session_id", 13);  
586. //        
587. //      Set< Map < String, Object > >  docs =  new HashSet < >();  
588. //      docs.add(maps);  
589. //        
590. //      UpdateByQueryRequestBuilder  ubqrb =  UpdateByQueryAction.INSTANCE.newRequestBuilder(client);  
591. //        for (Map< String, Object > doc : docs) {  
592. //            if (doc==null || doc.isEmpty()){  
593. //                return;  
594. //            }  
595. //            Script script =  new Script(" ctx._source.price =  ctx._version");  
596. //              
597. //            System.out.println(doc.get("orgin_session_id"));  
598. //              
599. //            //BulkIndexByScrollResponse  
600. //            BulkByScrollResponse scrollResponse =  ubqrb.source(article).script(script)  
601. //                            .filter(QueryBuilders.matchAllQuery()).get();  
602. //            for (BulkItemResponse.Failure failure : scrollResponse.getBulkFailures()) {  
603. //              System.out.println(failure.getMessage());  
604. //            }  
605. //        }  
606.     }  
607.       
608.     /**  
609.      * prepareUpdate  
610.      * @throws Exception  
611.      */  
612.     @Test  
613.     public void prepareUpdate() throws Exception {  
614.           
615.         XContentBuilder endObject =  XContentFactory.jsonBuilder().startObject().field("author","AAAAAAAAAAAAAAA").endObject();  
616.         UpdateResponse response =  client.prepareUpdate(article, content, "AV49wyfCWmWw7AxKFxeb").setDoc(endObject).get();  
617.         System.out.println(response.getVersion());  
618.           
619.     }  
620.       
621.       
622.     /**  
623.      * -----------------------------------------查()  
624.      */  
625.       
626.       
627.       
628.     /**  
629.      * 根据index、type、id进行查询  
630.      */  
631.     @Test  
632.     public void searchByIndex(){  
633.           
634.         GetResponse response =  client.prepareGet(article,content,"AV49wyfCWmWw7AxKFxec").execute()    
635.                 .actionGet();    
636.         String json =  response.getSourceAsString();    
637.         if (null != json) {    
638.             System.out.println(json);  
639.         } else {    
640.             System.out.println("未查询到任何结果！");    
641.         }    
642.     }  
643.       
644.       
645.     /**  
646.      * 查询article索引下的所有数据   
647.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-query-dsl-match-all-query.html' >  
648.      * @throws Exception  
649.      */  
650.     @Test  
651.     public  void matchAllQuery() throws Exception{  
652.         QueryBuilder queryBuilder =  QueryBuilders.matchAllQuery();  
653.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
654.         for (SearchHit searchHit : response.getHits()) {  
655.             println(searchHit);  
656.         }  
657.     }  
658.       
659.       
660.     /**  
661.      * 查询article索引下的articledate的所有数据   
662.      * @throws Exception  
663.      */  
664.     @Test  
665.     public void searchmethod1() throws Exception{  
666.         SearchResponse response =  client.prepareSearch(article).setTypes(content).get();  
667.         println(response);  
668.         for (SearchHit  searchHit: response.getHits()) {  
669.             println(searchHit);  
670.         }  
671.     }  
672.       
673.     /**  
674.      * spanFirstQuery  
675.      */  
676.     @Test  
677.     public void spanFirstQuery(){  
678.           
679.          // Span First    
680.         QueryBuilder queryBuilder = QueryBuilders.spanFirstQuery(    
681.                 QueryBuilders.spanTermQuery("title", "C"),  // Query    
682.                 30000                                             // Max查询范围的结束位置    
683.         );  
684.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
685.         for (SearchHit searchHit : response.getHits()) {  
686.             println(searchHit);  
687.         }  
688.     }  
689.       
690.       
691.     /**  
692.      * spanNearQuery  
693.      */  
694.     @Test  
695.     public void spanNearQuery(){  
696.             
697.         // Span Near TODO NotSolved    
698.         QueryBuilder queryBuilder = QueryBuilders.spanNearQuery(QueryBuilders.spanTermQuery("title", "C"),1000)    
699.                 .addClause(QueryBuilders.spanTermQuery("name", "葫芦580娃")) // Span Term Queries    
700.                 .addClause(QueryBuilders.spanTermQuery("name", "葫芦3812娃"))    
701.                 .addClause(QueryBuilders.spanTermQuery("name", "葫芦7139娃"));  
702.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
703.         for (SearchHit searchHit : response.getHits()) {  
704.             println(searchHit);  
705.         }  
706.     }  
707.       
708.     /**  
709.      * spanNotQuery  
710.      */  
711.     @Test  
712.     public void spanNotQuery(){  
713.          // Span Not TODO NotSolved    
714.         QueryBuilder queryBuilder = QueryBuilders.spanNotQuery(QueryBuilders.spanTermQuery("title", "C"), null);    
715.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
716.         for (SearchHit searchHit : response.getHits()) {  
717.             println(searchHit);  
718.         }  
719.     }  
720.       
721.     /**  
722.      * spanOrQuery  
723.      */  
724.     @Test  
725.     public void spanOrQuery(){  
726.         QueryBuilder queryBuilder = QueryBuilders.spanOrQuery(QueryBuilders.spanTermQuery("title", "C"));  
727.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
728.         for (SearchHit searchHit : response.getHits()) {  
729.             println(searchHit);  
730.         }  
731.     }  
732.       
733.       
734.     public void moreLikeThisQuery(){  
735.   
736.     }  
737.       
738.      /**  
739.      * 指定单查询条件  
740.      * < 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' >  
741.      * @throws Exception  
742.      */  
743.     @Test  
744.     public  void matchQuery() throws Exception{  
745.         QueryBuilder qb =  QueryBuilders.matchQuery(  
746.                 "title" ,   
747.                 "C"     
748.             );  
749.         SearchResponse response =  client.prepareSearch(article).setQuery(qb).get();  
750.         for (SearchHit searchHit : response.getHits()) {  
751.             println(searchHit);  
752.         }  
753.     }  
754.       
755.       
756.   
757.       
758.     /**  
759.      * termQuery 查询  
760.      * @throws Exception  
761.      */  
762.     @Test  
763.     public void termQuery() throws Exception{  
764.   
765.         QueryBuilder queryBuilder =  QueryBuilders.termQuery("id","11");  
766.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
767.         for (SearchHit  searchHit: response.getHits()) {  
768.             println(searchHit);  
769.         }  
770.     }  
771.   
772.     /**  
773.      * termQuery 查询  
774.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
775.      * @throws Exception  
776.      */  
777.     @Test  
778.     public  void termsQuerys() throws Exception{  
779.         QueryBuilder queryBuilder =  QueryBuilders.termsQuery("id","1","2");      
780.         SearchResponse response =  client.prepareSearch("article").setQuery(queryBuilder).get();  
781.         for (SearchHit  searchHit: response.getHits()) {  
782.             println(searchHit);  
783.         }  
784.     }  
785.       
786.      /**  
787.      * 范围查询RangeQuery  
788.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
789.      * @throws Exception  
790.      */  
791.     @Test  
792.     public void rangeQuery() throws Exception{  
793.         QueryBuilder queryBuilder =  QueryBuilders.rangeQuery("price")     
794.                 .from(1)                              
795.                 .to(100)                               
796.                 .includeLower(false)                   
797.                 .includeUpper(false);  
798.         // A simplified form using gte, gt, lt or lte  
799.         QueryBuilder _qb =  QueryBuilders.rangeQuery("price")     
800.             .gte("10")                          
801.             .lt("20");  
802.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
803.         for (SearchHit  searchHit: response.getHits()) {  
804.             println(searchHit);  
805.         }  
806.     }  
807.       
808.       
809.     /**  
810.      * multiMatchQuery 查询    
811.      * 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。  
812.      */  
813.     @Test  
814.     public void multiMatchQuery(){  
815.         QueryBuilder queryBuilder =  QueryBuilders.multiMatchQuery("JAVA编程思想","title", "content");  
816.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
817.         for (SearchHit  searchHit: response.getHits()) {  
818.             println(searchHit);  
819.         }     
820.     }  
821.       
822.     /**  
823.      * MultiMatchQueryBuilder  
824.      * < 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' >  
825.      * @throws Exception  
826.      */  
827.     @Test  
828.     public void MultiMatchQueryBuilder() throws Exception {  
829.         MultiMatchQueryBuilder multiMatchQueryBuilder =  QueryBuilders.multiMatchQuery("JAVA编程思想","title", "content");  
830.   
831.         multiMatchQueryBuilder.analyzer("standard");  
832.         multiMatchQueryBuilder.cutoffFrequency(0.001f);  
833.         multiMatchQueryBuilder.field("title",20);  
834.         multiMatchQueryBuilder.fuzziness(Fuzziness.TWO);  
835.         multiMatchQueryBuilder.maxExpansions(100);  
836.         multiMatchQueryBuilder.prefixLength(10);  
837.         multiMatchQueryBuilder.tieBreaker(20);  
838.         multiMatchQueryBuilder.type(MultiMatchQueryBuilder.Type.BEST_FIELDS);  
839.         multiMatchQueryBuilder.boost(20);  
840.   
841.   
842.   
843.        SearchResponse searchResponse =   client.prepareSearch()  
844.                 .setIndices(article)  
845.                 .setTypes(content)  
846.                 .setQuery(multiMatchQueryBuilder)  
847.                 .execute()  
848.                 .actionGet();  
849.   
850.        for (SearchHit  searchHit: searchResponse.getHits()) {  
851.            println(searchHit);  
852.        }      
853.     }  
854.       
855.       
856.     /**  
857.      * MatchQueryBuilder  
858.      * @throws Exception  
859.      */  
860.     @Test  
861.     public void MatchQueryBuilder() throws Exception {  
862.           
863.         MatchQueryBuilder matchQueryBuilder =  QueryBuilders.matchQuery("title","JAVA编程思想");  
864.         matchQueryBuilder.fuzziness(Fuzziness.AUTO);  
865.         SearchResponse searchResponse =  client.prepareSearch()  
866.                 .setIndices(article)  
867.                 .setTypes(content)  
868.                 .setQuery(matchQueryBuilder)  
869.                 .execute()  
870.                 .actionGet();  
871.         println(searchResponse);  
872.     }  
873.       
874.       
875.      /**  
876.      * 和matchQuery一样  
877.      * < 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' >  
878.      * @throws Exception  
879.      */  
880.     @Test  
881.     public  void commonTermsQuery() throws Exception{  
882.         QueryBuilder queryBuilder =  QueryBuilders.commonTermsQuery("id",      
883.                 "1");  
884.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
885.         for (SearchHit  searchHit: response.getHits()) {  
886.             println(searchHit);  
887.         }     
888.     }  
889.       
890.       
891.     /**  
892.      * MultiGetResponse  查询多个xxx的值  
893.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-docs-multi-get.html' >  
894.      * @throws Exception  
895.      */  
896.     @Test  
897.     public void MultiGetResponse() throws Exception {  
898.         MultiGetResponse multiGetItemResponses =  client.prepareMultiGet()  
899.                 .add(article, content, "526")  
900.                 .add(article, content, "572", "582", "613")  
901.                 .get();  
902.         for (MultiGetItemResponse itemResponse : multiGetItemResponses) {  
903.             GetResponse response =  itemResponse.getResponse();  
904.             if (response.isExists()) {  
905.                 String json =  response.getSourceAsString();  
906.                 System.out.println(json);  
907.             }  
908.         }  
909.     }  
910.       
911.     /**  
912.      * +包含 -除外  
913.      * < 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' >  
914.      * @throws Exception  
915.      */  
916.     @Test  
917.     public void queryStringQuery() throws Exception{  
918.         QueryBuilder queryBuilder =  QueryBuilders.queryStringQuery("*:*");         
919.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
920.         for (SearchHit  searchHit: response.getHits()) {  
921.             println(searchHit);  
922.         }     
923.     }  
924.       
925.     /**  
926.      * +包含 -除外  
927.      * < 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' >  
928.      * @throws Exception  
929.      */  
930.     @Test  
931.     public void simpleQueryStringQuery() throws Exception{  
932.         QueryBuilder queryBuilder =  QueryBuilders.simpleQueryStringQuery("+id:1");           
933.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
934.         for (SearchHit  searchHit: response.getHits()) {  
935.             println(searchHit);  
936.         }     
937.     }  
938.   
939.   
940.      /**  
941.      * existsQuery  
942.      * 匹配含有id字段的记录  
943.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
944.      * @throws Exception  
945.      */  
946.     @Test  
947.     public void existsQuery() throws Exception{  
948.         QueryBuilder queryBuilder =  QueryBuilders.existsQuery("id");   
949.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
950.         for (SearchHit  searchHit: response.getHits()) {  
951.             println(searchHit);  
952.         }     
953.     }  
954.       
955.       
956.      /**  
957.      * prefixQuery  匹配包含具有指定前缀的术语的文档的查询  
958.      * 匹配title中前缀为JAVA的记录  
959.      * 匹配分词前缀 如果字段没分词，就匹配整个字段前缀  
960.      * 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)  
961.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
962.      * @throws Exception  
963.      */  
964.     @Test  
965.     public void prefixQuery() throws Exception{  
966.         QueryBuilder queryBuilder =  QueryBuilders.prefixQuery(  
967.                 "title",      
968.                 "192.138"       
969.             );  
970.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
971.         for (SearchHit  searchHit: response.getHits()) {  
972.             println(searchHit);  
973.         }  
974.     }  
975.       
976.       
977.     /**  
978.      * 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。  
979.      * @throws Exception  
980.      */  
981.     @Test  
982.     public void MatchPhrasePrefixQueryBuilder() throws Exception {  
983.         String key =  "C++";  
984.         MatchPhrasePrefixQueryBuilder matchPhrasePrefixQueryBuilder =  QueryBuilders.matchPhrasePrefixQuery("title",key);  
985.   
986.         matchPhrasePrefixQueryBuilder.boost(10);  
987.         matchPhrasePrefixQueryBuilder.analyzer("standard");  
988.         matchPhrasePrefixQueryBuilder.slop(2);  
989.         matchPhrasePrefixQueryBuilder.maxExpansions(100);  
990.   
991.         SearchResponse searchResponse =  client.prepareSearch()  
992.                 .setIndices(article)  
993.                 .setTypes(content)  
994.                 .setQuery(matchPhrasePrefixQueryBuilder)  
995.                 .execute()  
996.                 .actionGet();  
997.         for (SearchHit  searchHit: searchResponse.getHits()) {  
998.             println(searchHit);  
999.         }  
1000.     }  
1001.       
1002.   
1003.     /**  
1004.      * wildcardQuery  
1005.      * 通配符  
1006.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
1007.      * @throws Exception  
1008.      */  
1009.     @Test  
1010.     public void wildcardQuery() throws Exception{  
1011.         QueryBuilder queryBuilder =  QueryBuilders.wildcardQuery("author", "*e");//J?V*  
1012.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
1013.         for (SearchHit  searchHit: response.getHits()) {  
1014.             println(searchHit);  
1015.         }  
1016.     }  
1017.   
1018.     /**  
1019.      * fuzzyQuery  使用模糊查询匹配文档的查询  
1020.      * @throws Exception  
1021.      */  
1022.     @Test  
1023.     public  void fuzzyQuery() throws Exception{  
1024.         QueryBuilder queryBuilder =  QueryBuilders.fuzzyQuery(  
1025.                 "author",       
1026.                 "e"      
1027.             );  
1028.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
1029.         for (SearchHit  searchHit: response.getHits()) {  
1030.             println(searchHit);  
1031.         }  
1032.     }  
1033.   
1034.   
1035.     /**  
1036.      * boolQuery 匹配与其他查询的布尔组合匹配的文档的查询。  
1037.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html' >  
1038.      * @throws Exception  
1039.      */  
1040.     @Test  
1041.     public void BoostQuery() throws Exception{  
1042.         BoolQueryBuilder boolQueryBuilder =  QueryBuilders.boolQuery()  
1043.                 .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。  
1044.                 .should(QueryBuilders.termQuery("id","AV5NF_Dbhqf-jFOFkksT").boost(1));  
1045.   
1046.         SearchResponse response= client.prepareSearch("article").setQuery(boolQueryBuilder).execute().get();  
1047.         for (SearchHit  searchHit: response.getHits()) {  
1048.             println(searchHit);  
1049.         }  
1050.           
1051.     }  
1052.       
1053.       
1054.     /**  
1055.      * boolQuery  
1056.      * @throws Exception  
1057.      */  
1058.     @Test  
1059.     public void boolQuery() throws Exception {  
1060.         QueryBuilder qb =  QueryBuilders.boolQuery()  
1061.                 .must(QueryBuilders.termQuery("author", "eeee"))  
1062.                 .must(QueryBuilders.termQuery("title", "JAVA思想"))  
1063.                 .mustNot(QueryBuilders.termQuery("content", "C++")) //添加不得出现在匹配文档中的查询。  
1064.                 .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。  
1065.                 .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。  
1066.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1067.           
1068.         for (SearchHit  searchHit: response.getHits()) {  
1069.             println(searchHit);  
1070.         }  
1071.     }  
1072.       
1073.   
1074.     /**  
1075.      * boostingQuery  
1076.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html' >  
1077.      * @throws Exception  
1078.      */  
1079.     @Test  
1080.     public void boostingQuery() throws Exception {  
1081.         QueryBuilder qb =  QueryBuilders.boostingQuery(  
1082.                 QueryBuilders.termQuery("id","AV5NF_Dbhqf-jFOFkksR"),  
1083.                 QueryBuilders.termQuery("title","C"))  
1084.                 .negativeBoost(0.2f);//设置负增强因子。  
1085.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1086.           
1087.         for (SearchHit  searchHit: response.getHits()) {  
1088.             println(searchHit);  
1089.         }  
1090.     }  
1091.       
1092.       
1093.       
1094.     /**  
1095.      * constantScoreQuery  
1096.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html' >  
1097.      * @throws Exception  
1098.      */  
1099.     @Test  
1100.     public void constantScoreQuery() throws Exception {  
1101.         QueryBuilder qb =  QueryBuilders.constantScoreQuery(  
1102.                 QueryBuilders.termQuery("title","C")  
1103.         ).boost(2.0f);  
1104.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1105.         for (SearchHit  searchHit: response.getHits()) {  
1106.             println(searchHit);  
1107.         }  
1108.     }  
1109.       
1110.     /**  
1111.      * disMaxQuery  
1112.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html' >  
1113.      * @throws Exception  
1114.      */  
1115.     @Test  
1116.     public void disMaxQuery() throws Exception {  
1117.         QueryBuilder qb =  QueryBuilders.disMaxQuery()  
1118.                 .add(QueryBuilders.termQuery("id", "512"))  
1119.                 .add(QueryBuilders.termQuery("author", "ckse"))  
1120.                 .boost(1.2f)  
1121.                 .tieBreaker(0.7f);  
1122.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1123.         for (SearchHit  searchHit: response.getHits()) {  
1124.             println(searchHit);  
1125.         }  
1126.     }  
1127.       
1128.       
1129.     /**  
1130.      * functionScoreQuery  
1131.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-compound-queries.html' >  
1132.      * @throws Exception  
1133.      */  
1134.     @Test  
1135.     public void functionScoreQuery() throws Exception {  
1136.         FunctionScoreQueryBuilder.FilterFunctionBuilder[] functions = {  
1137.                 new FunctionScoreQueryBuilder.FilterFunctionBuilder(  
1138.                         QueryBuilders.matchQuery("id", "512"),  
1139.                         ScoreFunctionBuilders.randomFunction("ABCDEF")),  
1140.                 new FunctionScoreQueryBuilder.FilterFunctionBuilder(  
1141.                         ScoreFunctionBuilders.exponentialDecayFunction("age", 0L, 1L))  
1142.         };  
1143.         QueryBuilder qb =  QueryBuilders.functionScoreQuery(functions);  
1144.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1145.         for (SearchHit  searchHit: response.getHits()) {  
1146.             println(searchHit);  
1147.         }  
1148.     }  
1149.       
1150.       
1151.     /**  
1152.      * regexpQuery 匹配包含具有指定正则表达式的术语的文档的查询。  
1153.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
1154.      * @throws Exception  
1155.      */  
1156.     @Test  
1157.     public void regexpQuery() throws Exception {  
1158.         QueryBuilder qb =  QueryBuilders.regexpQuery(  
1159.                 "title",  
1160.                 "*J");  
1161.         SearchResponse response= client.prepareSearch().setQuery(qb).execute().actionGet();  
1162.         for (SearchHit  searchHit: response.getHits()) {  
1163.             println(searchHit);  
1164.         }  
1165.     }  
1166.       
1167.     /**  
1168.      * typeQuery  
1169.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
1170.      * @throws Exception  
1171.      */  
1172.     @Test  
1173.     public  void typeQuery() throws Exception{  
1174.         QueryBuilder queryBuilder =  QueryBuilders.typeQuery("data");  
1175.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
1176.         for (SearchHit  searchHit: response.getHits()) {  
1177.             println(searchHit);  
1178.         }  
1179.     }  
1180.   
1181.     /**  
1182.      * idsQuery  
1183.      * 类型是可选的  
1184.      * 指定type和id进行查询。  
1185.      * < a  href= 'https://www.elastic.co/guide/en/elasticsearch/client/java-api/5.5/java-term-level-queries.html' >  
1186.      * @throws Exception  
1187.      */  
1188.     @Test  
1189.     public  void idsQuery() throws Exception{  
1190.         QueryBuilder queryBuilder =  QueryBuilders.idsQuery(content)   
1191.                 .addIds("512", "520", "531");  
1192.         SearchResponse response =  client.prepareSearch(article).setQuery(queryBuilder).get();  
1193.         for (SearchHit  searchHit: response.getHits()) {  
1194.             println(searchHit);  
1195.         }  
1196.     }  
1197.       
1198.     /**  
1199.      * group 分组查询  
1200.      */  
1201.     @Test  
1202.     public void group(){  
1203.   
1204.       
1205.     }  
1206.       
1207.     /**  
1208.      * Aggregation  
1209.      */  
1210.     @Test  
1211.     public void Aggregation()  
1212.     {  
1213.   
1214.         BoolQueryBuilder boolQueryBuilder =  QueryBuilders.boolQuery();    
1215.         //添加时间范围过滤    
1216.         boolQueryBuilder.must(QueryBuilders.rangeQuery("@timestamp").format("yyyy-MM-dd HH:mm:ss").gte("").lte(""));    
1217.         AggregationBuilder aggregationBuilder =  AggregationBuilders  
1218.                 //terms(查询字段别名).field(分组字段)   
1219.                 .terms("").field("")    
1220.                 .order(Terms.Order.aggregation("", false))    
1221.                 .size(10)    
1222.                 .subAggregation(AggregationBuilders.count("").field(""));    
1223.         SearchRequestBuilder searchRequestBuilder =  client.prepareSearch("article").setTypes("articledate")    
1224.                 .setQuery(boolQueryBuilder)    
1225.                 .addAggregation(aggregationBuilder)    
1226.                 .setSize(0);    
1227.     
1228.         SearchResponse sr =  searchRequestBuilder.execute().actionGet();    
1229.         Terms genders =  sr.getAggregations().get("");//统计字段别名  
1230.         for (Terms.Bucket entry : genders.getBuckets())   
1231.         {   
1232.           System.out.println((String) entry.getKey()+"-("+entry.getDocCount()+")");   
1233.         }  
1234.           
1235.           
1236.         //如想group by 时间，并且按天来进行分组  
1237.         AggregationBuilder aggregation =  AggregationBuilders    
1238.                 .dateHistogram("agg")    
1239.                 .field("@timestamp")    
1240.                 .format("yyyy-MM-dd")    
1241.                 .dateHistogramInterval(DateHistogramInterval.DAY);   
1242.         //可能有新需求，group by 时间，姓名  
1243.         //AggregationBuilder nameAgg =  AggregationBuilders.terms(姓名别名).field(姓名).size(10);    
1244.         //aggregation.subAggregation(nameAgg);   
1245.           
1246.         //可以能需要进行名称统计，但是需要distinct  
1247.         //aggregation.subAggregation(AggregationBuilders.cardinality(别名).field(姓名))   
1248.           
1249.         //其他如下  
1250. //        （1）统计某个字段的数量    
1251. //        ValueCountBuilder vcb=   AggregationBuilders.count("count_uid").field("uid");    
1252. //      （2）去重统计某个字段的数量（有少量误差）    
1253. //       CardinalityBuilder cb=  AggregationBuilders.cardinality("distinct_count_uid").field("uid");    
1254. //      （3）聚合过滤    
1255. //      FilterAggregationBuilder fab=  AggregationBuilders.filter("uid_filter").filter(QueryBuilders.queryStringQuery("uid:001"));    
1256. //      （4）按某个字段分组    
1257. //      TermsBuilder tb=   AggregationBuilders.terms("group_name").field("name");    
1258. //      （5）求和    
1259. //      SumBuilder  sumBuilder=  AggregationBuilders.sum("sum_price").field("price");    
1260. //      （6）求平均    
1261. //      AvgBuilder ab=  AggregationBuilders.avg("avg_price").field("price");    
1262. //      （7）求最大值    
1263. //      MaxBuilder mb=  AggregationBuilders.max("max_price").field("price");     
1264. //      （8）求最小值    
1265. //      MinBuilder min=  AggregationBuilders.min("min_price").field("price");    
1266. //      （9）按日期间隔分组    
1267. //      DateHistogramBuilder dhb=  AggregationBuilders.dateHistogram("dh").field("date");    
1268. //      （10）获取聚合里面的结果    
1269. //      TopHitsBuilder thb=   AggregationBuilders.topHits("top_result");    
1270. //      （11）嵌套的聚合    
1271. //      NestedBuilder nb=  AggregationBuilders.nested("negsted_path").path("quests");    
1272. //      （12）反转嵌套    
1273. //      AggregationBuilders.reverseNested("res_negsted").path("kps ");    
1274.           
1275.           
1276.     }  
1277.       
1278.       
1279.     /**  
1280.      * MultiSearchResponse 多字段检索  
1281.      */  
1282.     @Test  
1283.     public void MultiSearchResponse(){  
1284.           
1285.           
1286.         SearchRequestBuilder srb1 =  client.prepareSearch().setQuery(QueryBuilders.queryStringQuery("JAVA"));  
1287.         SearchRequestBuilder srb2 =  client.prepareSearch().setQuery(QueryBuilders.matchQuery("title", "C"));  
1288.   
1289.         MultiSearchResponse sr =  client.prepareMultiSearch().add(srb1).add(srb2).get();  
1290.   
1291.         for (MultiSearchResponse.Item item : sr.getResponses()) {  
1292.             SearchResponse response =  item.getResponse();  
1293.             for (SearchHit searchHit : response.getHits()) {  
1294.                 println(searchHit);  
1295.             }  
1296.         }  
1297.     }  
1298.       
1299.       
1300.       
1301.       
1302.     /**  
1303.      * 复杂查询  
1304.      */  
1305.     @Test  
1306.     public void complexSearch1(){  
1307.         int page= 1;  
1308.         int pageSize= 10;  
1309.         String keyword= "";  
1310.           
1311.         BoolQueryBuilder boolQueryBuilder= QueryBuilders.boolQuery();  
1312.           
1313.         if(keyword!=null&&!keyword.equals("")){  
1314.            QueryBuilder nameBuilder= QueryBuilders.matchQuery("zuName", keyword).analyzer("ik_max_word").boost(10);  
1315.            QueryBuilder labelBuilder= QueryBuilders.matchQuery("zuLabelName", keyword).analyzer("ik_max_word").boost(10);  
1316.            QueryBuilder categoryBuilder= QueryBuilders.matchQuery("categoryName", keyword).analyzer("ik_max_word").boost(10);  
1317.            boolQueryBuilder.should(nameBuilder).should(labelBuilder).should(categoryBuilder);  
1318.         }else{  
1319.            boolQueryBuilder.must(QueryBuilders.matchAllQuery());  
1320.         }  
1321.         SearchResponse response= client.prepareSearch("article").setTypes("articledate")  
1322.               .setQuery(boolQueryBuilder)  
1323.               .setFrom((page-1)*pageSize).setSize(pageSize)  
1324.               .setExplain(true)  
1325.               .get();  
1326.   
1327.         SearchHits hits= response.getHits();  
1328.     }  
1329.       
1330.     /**  
1331.      * 复杂查询2  
1332.      */  
1333.     @Test  
1334.     public void complexSearch2(){  
1335.           
1336.         String relatedValue= "fendo";  
1337.         String userId= "1234";  
1338.         int page= 1;  
1339.         int pageSize= 10;  
1340.           
1341.         BoolQueryBuilder builders= new BoolQueryBuilder();  
1342.         //加上条件  
1343.         builders.must(QueryBuilders.termQuery("userId", userId));  
1344.         if(relatedValue=="fendo"){  
1345.            builders.must(QueryBuilders.nestedQuery("related4ZuValue",  
1346.                  QueryBuilders.boolQuery()  
1347.                           .must(QueryBuilders.termQuery("related4ZuValue.nameValue", ""))  
1348.                           //.must(QueryBuilders.rangeQuery("endTime").lte(LongformStringDate(System.currentTimeMillis())))  
1349.                  ,ScoreMode.None));  
1350.         }else{  
1351.            builders.must(QueryBuilders.nestedQuery("related4ZuValue", QueryBuilders.termQuery("related4ZuValue.nameValue", ""),   
1352.                  ScoreMode.None));  
1353.         }  
1354.         SearchResponse response= client.prepareSearch("article").setTypes("articledate")  
1355.               .setQuery(builders).setFrom((page-1)*pageSize)  
1356.               .setSize(pageSize)  
1357.               .get();  
1358.         SearchHits hits= response.getHits();  
1359.     }  
1360.       
1361.       
1362.     /**  
1363.      * 取查询结果总和count  
1364.      */  
1365.     @Test  
1366.     public void countSum() {  
1367.           
1368.            int relatedValue= 1;  
1369.            String userId= "111";  
1370.            BoolQueryBuilder builders= new BoolQueryBuilder();  
1371.            builders.must(QueryBuilders.termQuery("userId", userId));  
1372.            if(relatedValue==1){  
1373.                builders.must(QueryBuilders.nestedQuery("related4ZuValue",QueryBuilders.boolQuery()  
1374.                          .must(QueryBuilders.termQuery("related4ZuValue.nameValue", "123"))  
1375.                          .must(QueryBuilders.rangeQuery("endTime").lte(""))  
1376.                 ,ScoreMode.None));  
1377.                                
1378.            }else{  
1379.               builders.must(QueryBuilders.nestedQuery("related4ZuValue", QueryBuilders.termQuery("related4ZuValue.nameValue", "111"),   
1380.                     ScoreMode.None));  
1381.            }  
1382.            SearchResponse response= client.prepareSearch("article").setTypes("articledate")  
1383.                  .setQuery(builders)  
1384.                  .setSize(1)  
1385.                  .get();  
1386.            SearchHits hits= response.getHits();  
1387.            System.out.println(hits.getTotalHits());  
1388.         }  
1389.       
1390.       
1391.       
1392.     /**  
1393.      * 聚合求和sum  
1394.      * @param keyword  
1395.      * @param startTime  
1396.      * @param endTime  
1397.      */  
1398.     @Test  
1399.     public void getPlatformZuOrdersTotalAmount() {  
1400.           
1401.            String keyword= "";  
1402.            String startTime= "";  
1403.            String endTime= "";  
1404.           
1405.            BoolQueryBuilder boolQueryBuilder= QueryBuilders.boolQuery();  
1406.            if(keyword==null||keyword.equals("")){  
1407.               QueryBuilder queryBuilder= QueryBuilders.matchAllQuery();  
1408.               boolQueryBuilder.must(queryBuilder);  
1409.            }else{  
1410.               QueryBuilder zuNameBuilder= QueryBuilders.matchQuery("zuName", keyword);  
1411.               QueryBuilder buyerNameBuilder= QueryBuilders.matchQuery("buyerName", keyword);  
1412.               QueryBuilder sellerNameBuilder= QueryBuilders.matchQuery("sellerName", keyword);  
1413.               boolQueryBuilder.should(zuNameBuilder).should(buyerNameBuilder).should(sellerNameBuilder);  
1414.                 
1415.            }  
1416.            if(!startTime.equals("")){  
1417.               QueryBuilder addTimeBuilder= QueryBuilders.rangeQuery("addTime").from(startTime).to(endTime);  
1418.               boolQueryBuilder.must(addTimeBuilder);  
1419.            }  
1420.            SearchResponse response= client.prepareSearch("article").setTypes("articledate")  
1421.                  .setQuery(boolQueryBuilder)  
1422.                  .addAggregation(AggregationBuilders.sum("price").field("price"))  
1423.                  .get();  
1424.            Sum sum= response.getAggregations().get("price");  
1425.            System.out.println(sum.getValue());  
1426.         }  
1427.       
1428.       
1429.     /**  
1430.      * ---------------------------分页  
1431.      */  
1432.       
1433.       
1434.     /**  
1435.      * 使用Scroll方法分页  
1436.      */  
1437.     @Test  
1438.     public void queryPageScroll(){  
1439.           
1440.         QueryBuilder qb =  QueryBuilders.termQuery("id", "1");  
1441.   
1442.         SearchResponse scrollResp =  client.prepareSearch("article")  
1443.                 .addSort(FieldSortBuilder.DOC_FIELD_NAME, SortOrder.ASC)  
1444.                 .setScroll(new TimeValue(60000))  
1445.                 .setQuery(qb)  
1446.                 .setSize(1).get();   
1447.         do {  
1448.             for (SearchHit hit : scrollResp.getHits().getHits()) {  
1449.                 println(hit);  
1450.             }  
1451.             scrollResp =  client.prepareSearchScroll(scrollResp.getScrollId()).setScroll(new TimeValue(60000)).execute().actionGet();  
1452.         } while(scrollResp.getHits().getHits().length != 0);   
1453.     }  
1454.       
1455.       
1456.     /**  
1457.      * 分页  
1458.      * @throws Exception  
1459.      */  
1460.     @Test  
1461.     public void fenye() throws Exception {  
1462.   
1463.         SearchResponse response =  client.prepareSearch("article")  
1464.                 .setQuery(QueryBuilders.matchAllQuery())  
1465.                 .setFrom(10)   
1466.                 .setSize(20)  
1467.                 .execute().actionGet();  
1468.         for (SearchHit searchHit : response.getHits()) {  
1469.             println(searchHit);  
1470.         }  
1471.   
1472.     }  
1473.       
1474.       
1475.     /**  
1476.      * 高亮  
1477.      * @throws Exception  
1478.      */  
1479.     @Test  
1480.     public void highlighter() throws Exception{  
1481.   
1482.   
1483.          QueryBuilder matchQuery =  QueryBuilders.matchQuery("author", "fendo");  
1484.             HighlightBuilder hiBuilder= new HighlightBuilder();  
1485.             hiBuilder.preTags("< h2 >");  
1486.             hiBuilder.postTags("</ h2 >");  
1487.             hiBuilder.field("author");  
1488.             // 搜索数据  
1489.             SearchResponse response =  client.prepareSearch("article")  
1490.                     .setQuery(matchQuery)  
1491.                     .highlighter(hiBuilder)  
1492.                     .execute().actionGet();  
1493.             for (SearchHit searchHit : response.getHits()) {  
1494.                 println(searchHit);  
1495.             }  
1496.     }  
1497.       
1498.       
1499.       
1500.       
1501.       
1502.     /**  
1503.      * ---------------------------分词器  
1504.      */  
1505.       
1506.     /**  
1507.      * AnalyzeRequest 分词器  
1508.      * < a  href= 'https://www.elastic.co/guide/cn/elasticsearch/guide/current/standard-tokenizer.html' >  
1509.      * @throws Exception  
1510.      */  
1511.     @Test  
1512.     public void AnalyzeRequest() throws Exception {  
1513.         AnalyzeRequest analyzeRequest =  new AnalyzeRequest();  
1514.         analyzeRequest.text("My œsophagus caused a débâcle");  
1515.         /**  
1516.          * 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  
1517.          * letter 分词器 ，采用另外一种策略，按照任何非字符进行拆分  
1518.          * standard 分词器使用 Unicode 文本分割算法  
1519.          */  
1520.         analyzeRequest.addTokenFilter("standard");  
1521.         analyzeRequest.addCharFilter("asciifolding");  
1522.         ActionFuture< AnalyzeResponse >  analyzeResponseActionFuture =   client.admin().indices().analyze(analyzeRequest);  
1523.         List< AnalyzeResponse.AnalyzeToken >  analyzeTokens =   analyzeResponseActionFuture.actionGet().getTokens();  
1524.         for (AnalyzeResponse.AnalyzeToken analyzeToken : analyzeTokens){  
1525.             System.out.println(analyzeToken.getTerm());  
1526.         }  
1527.     }  
1528.       
1529.     /**  
1530.      * IK分词器  
1531.      * @param args  
1532.      * @throws IOException  
1533.      */  
1534.     public  void IKAnalyzer(String []args) throws IOException {  
1535.         Settings settings  =  Settings.EMPTY;  
1536.         IKAnalyzer analyzer =  new IKAnalyzer();  
1537.         String text =  "中华人民共和国国歌";  
1538.         StringReader stringReader =  new StringReader(text);  
1539.         TokenStream tokenStream =  analyzer.tokenStream("",stringReader);  
1540.         tokenStream.reset();  
1541.         CharTermAttribute term= tokenStream.getAttribute(CharTermAttribute.class);  
1542.         while(tokenStream.incrementToken()){  
1543.             System.out.print(term.toString()+"—");  
1544.         }  
1545.         stringReader.close();  
1546.         tokenStream.close();  
1547.     }  
1548.      
1549.     /**  
1550.      * 输出结果SearchResponse  
1551.      * @param response  
1552.      */  
1553.     public static void println(SearchResponse response){  
1554.         System.err.println("*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-");  
1555.         System.err.println(  
1556.                 "getFailedShards : " + response.getFailedShards() + "\n" +  
1557.                 "getNumReducePhases : " + response.getNumReducePhases() + "\n" +  
1558.                 "getScrollId : " + response.getScrollId() +  "\n" +  
1559.                 "getTookInMillis : " + response.getTookInMillis() + "\n" +   
1560.                 "getTotalShards : " + response.getTotalShards() +  "\n" +  
1561.                 "getAggregations : " + response.getAggregations() + "\n" +   
1562.                 "getProfileResults : " + response.getProfileResults() + "\n" +   
1563.                 "getShardFailures : " + response.getShardFailures() + "\n" +   
1564.                 "getSuggest : " + response.getSuggest() + "\n" +   
1565.                 "getTook : " + response.getTook() + "\n" +   
1566.                 "isTerminatedEarly : " + response.isTerminatedEarly() + "\n" +   
1567.                 "isTimedOut : " + response.isTimedOut() + "\n" +   
1568.                 "remoteAddress : " + response.remoteAddress() + "\n" +   
1569.                 "status : " + response.status() + "\n" +   
1570.                 "getHits : " + response.getHits()   
1571.                 );  
1572.     }  
1573.   
1574.     /**  
1575.      * 输出结果SearchResponse  
1576.      * @param response  
1577.      */  
1578.     public static void println(SearchHit searchHit){  
1579.         System.err.println("*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-");  
1580.         System.err.println(   
1581.                 "docId : " + searchHit.docId() + "\n" +  
1582.                 "getId : " + searchHit.getId() + "\n" +  
1583.                 "getIndex : " + searchHit.getIndex()+ "\n" +  
1584.                 "getScore : " + searchHit.getScore() + "\n" +  
1585.                 "getSourceAsString : " + searchHit.getSourceAsString() + "\n" +  
1586.                 "getType : " + searchHit.getType() + "\n" +  
1587.                 "getVersion : " + searchHit.getVersion() + "\n" +  
1588.                 "fieldsOrNull : " + searchHit.fieldsOrNull() + "\n" +  
1589.                 "getExplanation : " + searchHit.getExplanation() + "\n" +  
1590.                 "getFields : " + searchHit.getFields() + "\n" +  
1591.                 "highlightFields : " + searchHit.highlightFields() + "\n" +  
1592.                 "hasSource : " + searchHit.hasSource()  
1593.                 );  
1594.     }  
1595.   
1596.       
1597. }  

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("\n");
                }
            }
		} 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() + "\n" +
                "getNumReducePhases : " + response.getNumReducePhases() + "\n" +
                "getScrollId : " + response.getScrollId() +  "\n" +
                "getTookInMillis : " + response.getTookInMillis() + "\n" + 
                "getTotalShards : " + response.getTotalShards() +  "\n" +
                "getAggregations : " + response.getAggregations() + "\n" + 
                "getProfileResults : " + response.getProfileResults() + "\n" + 
                "getShardFailures : " + response.getShardFailures() + "\n" + 
                "getSuggest : " + response.getSuggest() + "\n" + 
                "getTook : " + response.getTook() + "\n" + 
                "isTerminatedEarly : " + response.isTerminatedEarly() + "\n" + 
                "isTimedOut : " + response.isTimedOut() + "\n" + 
                "remoteAddress : " + response.remoteAddress() + "\n" + 
                "status : " + response.status() + "\n" + 
                "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() + "\n" +
                "getId : " + searchHit.getId() + "\n" +
                "getIndex : " + searchHit.getIndex()+ "\n" +
                "getScore : " + searchHit.getScore() + "\n" +
                "getSourceAsString : " + searchHit.getSourceAsString() + "\n" +
                "getType : " + searchHit.getType() + "\n" +
                "getVersion : " + searchHit.getVersion() + "\n" +
                "fieldsOrNull : " + searchHit.fieldsOrNull() + "\n" +
                "getExplanation : " + searchHit.getExplanation() + "\n" +
                "getFields : " + searchHit.getFields() + "\n" +
                "highlightFields : " + searchHit.highlightFields() + "\n" +
                "hasSource : " + searchHit.hasSource()
                );
    }

	
}

完整项目如下:download.csdn.net/download/u0…