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ES实战:使用API操作ES:

ES实战:使用API操作ES:

作者: Movle | 来源:发表于2020-05-19 12:55 被阅读0次
    1.需求:
    • 使用API操作ES,创建索引,删除索引等等
    2.代码:

    (1)pom.xml

    <dependencies>
            <dependency>
                <groupId>junit</groupId>
                <artifactId>junit</artifactId>
                <version>4.10</version>
                <scope>test</scope>
            </dependency>
    
            <dependency>
                <groupId>org.elasticsearch</groupId>
                <artifactId>elasticsearch</artifactId>
                <version>5.6.1</version>
            </dependency>
    
            <dependency>
                <groupId>org.elasticsearch.client</groupId>
                <artifactId>transport</artifactId>
                <version>5.6.1</version>
            </dependency>
    
            <dependency>
                <groupId>org.apache.logging.log4j</groupId>
                <artifactId>log4j-core</artifactId>
                <version>2.9.0</version>
            </dependency>
            <dependency>
                <groupId>junit</groupId>
                <artifactId>junit</artifactId>
                <version>4.12</version>
                <scope>compile</scope>
            </dependency>
    
        </dependencies>
    

    (2)ESTest.java

    package ES;
    
    import org.elasticsearch.action.admin.indices.mapping.put.PutMappingRequest;
    import org.elasticsearch.action.delete.DeleteResponse;
    import org.elasticsearch.action.get.GetResponse;
    import org.elasticsearch.action.get.MultiGetItemResponse;
    import org.elasticsearch.action.get.MultiGetResponse;
    import org.elasticsearch.action.index.IndexRequest;
    import org.elasticsearch.action.index.IndexResponse;
    import org.elasticsearch.action.search.SearchResponse;
    import org.elasticsearch.action.update.UpdateRequest;
    import org.elasticsearch.action.update.UpdateResponse;
    import org.elasticsearch.client.Requests;
    import org.elasticsearch.client.transport.TransportClient;
    import org.elasticsearch.common.settings.Settings;
    import org.elasticsearch.common.transport.InetSocketTransportAddress;
    import org.elasticsearch.common.xcontent.XContentBuilder;
    import org.elasticsearch.common.xcontent.XContentFactory;
    import org.elasticsearch.index.query.QueryBuilders;
    import org.elasticsearch.search.SearchHit;
    import org.elasticsearch.search.SearchHits;
    import org.elasticsearch.transport.client.PreBuiltTransportClient;
    import org.junit.Before;
    import org.junit.Test;
    
    import java.net.InetAddress;
    import java.net.UnknownHostException;
    import java.util.HashMap;
    import java.util.Map;
    
    /**
     * @ClassName ESTest
     * @MethodDesc: 使用API操作ES
     * @Author Movle
     * @Date 5/19/20 12:36 下午
     * @Version 1.0
     * @Email movle_xjk@foxmail.com
     **/
    
    
    public class ESTest {
    
        // 对ES的操作都是通过client
        private TransportClient client;
    
        @SuppressWarnings("unchecked")
        @Before
        public void getClient() throws UnknownHostException {
            // 1 设置连接集群的名称
            Settings settings = Settings.builder().put("cluster.name","my-application").build();
    
            // 2 连接集群
            client = new PreBuiltTransportClient(settings);
            client.addTransportAddress(new InetSocketTransportAddress(InetAddress.getByName("192.168.31.132"),9300));
        }
    
        //创建索引
        @Test
        public void createIndex_blog(){
            client.admin().indices().prepareCreate("blog").get();
            client.close();
        }
    
        //删除索引
        @Test
        public void deleteIndex() {
            client.admin().indices().prepareDelete("blog").get();
    
            client.close();
        }
        @Test
        public void createDocByJson() {
            // 使用json 创建document
    
            String json = "{" + "\"id\":\"1\"," + "\"title\":\"基于Lucene的搜索服务器\","
                    + "\"content\":\"它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口\"" + "}";
    
            // 创建文档
            IndexResponse indexResponse = client.prepareIndex("blog", "article", "1").setSource(json).execute().actionGet();
    
            // 打印返回结果
            System.out.println("index: " + indexResponse.getIndex());
            System.out.println("type: " + indexResponse.getType());
            System.out.println("id: " + indexResponse.getId());
            System.out.println("version: " + indexResponse.getVersion());
            System.out.println("result: " + indexResponse.getResult());
    
            client.close();
    
        }
    
        @Test
        public void createDocByMap() {
    
            Map<String, Object> json = new HashMap<String, Object>();
            json.put("id", "2");
            json.put("title", "基于Lucene的搜索服务器");
            json.put("content", "它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口");
    
            // 创建文档
            IndexResponse indexResponse = client.prepareIndex("blog2", "article").setSource(json).execute().actionGet();
    
            // 打印返回结果
            System.out.println("index: " + indexResponse.getIndex());
            System.out.println("type: " + indexResponse.getType());
            System.out.println("id: " + indexResponse.getId());
            System.out.println("version: " + indexResponse.getVersion());
            System.out.println("result: " + indexResponse.getResult());
    
            client.close();
    
        }
    
        @Test
        public void createDocByXContent() throws Exception {
            // 使用xcontent创建document
    
            XContentBuilder builder = XContentFactory.jsonBuilder().startObject().field("id", "3")
                    .field("title", "基于Lucene的搜索服务器").field("content", "它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口").endObject();
    
            // 创建文档
            IndexResponse indexResponse = client.prepareIndex("blog3", "article").setSource(builder).execute().actionGet();
    
            // 打印返回结果
            System.out.println("index: " + indexResponse.getIndex());
            System.out.println("type: " + indexResponse.getType());
            System.out.println("id: " + indexResponse.getId());
            System.out.println("version: " + indexResponse.getVersion());
            System.out.println("result: " + indexResponse.getResult());
    
            client.close();
    
        }
        @Test
        public void getData() {
    
            // 查询文档
            GetResponse response = client.prepareGet("blog", "article", "1").get();
    
            System.out.println(response.getSourceAsString());
    
            client.close();
        }
    
        /**
         * 查询数据
         */
        @Test
        public void getMultiData() {
    
            MultiGetResponse response = client.prepareMultiGet().add("blog", "article", "1")
                    .add("blog", "article", "6", "KCuVCnAnTWeb5F8pNexJIg").add("blog", "article", "KCuVCnAnTWeb5F8pNexJIg")
                    .get();
    
            for (MultiGetItemResponse multiGetItemResponse : response) {
                GetResponse getResponse = multiGetItemResponse.getResponse();
    
                if (getResponse.isExists()) {
                    String sourceAsString = getResponse.getSourceAsString();
                    System.out.println(sourceAsString);
                }
    
            }
    
            client.close();
    
        }
    
        /**
         * 更新数据
         * @throws Exception
         */
        @Test
        public void updateData() throws Exception {
    
            // 1 创建更新数据的请求对象
            UpdateRequest updateRequest = new UpdateRequest();
            updateRequest.index("blog");
            updateRequest.type("article");
            updateRequest.id("1");
    
            updateRequest.doc(XContentFactory.jsonBuilder().startObject()
                    // 对没有的字段添加, 对已有的字段替换
                    .field("title", "基于Lucene的搜索服务器").field("content", "它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口。大数据前景无限")
                    .field("createDate", "2017-8-22").endObject());
    
            UpdateResponse indexResponse = client.update(updateRequest).get();
    
            // 打印返回结果
            System.out.println("index: " + indexResponse.getIndex());
            System.out.println("type: " + indexResponse.getType());
            System.out.println("id: " + indexResponse.getId());
            System.out.println("version: " + indexResponse.getVersion());
            System.out.println("result: " + indexResponse.getResult());
    
            client.close();
    
        }
    
        /**
         *  更新或者插入,如果没有查到该数据,则插入此数据,若有该数据,则更新
         */
        @Test
        public void testUpdateOrInsert() throws Exception {
    
            IndexRequest indexRequest = new IndexRequest("blog", "article", "6")
                    .source(XContentFactory.jsonBuilder().startObject().field("title", "搜索服务器")
                            .field("content",
                                    "它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口。Elasticsearch是用Java开发的,并作为Apache许可条款下的开放源码发布,是当前流行的企业级搜索引擎。设计用于云计算中,能够达到实时搜索,稳定,可靠,快速,安装使用方便。")
                            .endObject());
    
            UpdateRequest upsert = new UpdateRequest("blog", "article", "6")
                    .doc(XContentFactory.jsonBuilder().startObject().field("user", "李四").endObject()).upsert(indexRequest);
    
            client.update(upsert).get();
    
            client.close();
    
        }
    
        /**
         * 删除数据
         */
        @Test
        public void deleteData() {
    
            DeleteResponse indexResponse = client.prepareDelete("blog", "article", "6").get();
    
            // 打印返回结果
            System.out.println("index: " + indexResponse.getIndex());
            System.out.println("type: " + indexResponse.getType());
            System.out.println("id: " + indexResponse.getId());
            System.out.println("version: " + indexResponse.getVersion());
            System.out.println("result: " + indexResponse.getResult());
    
            client.close();
        }
    
        /**
         * 类似查询
         */
        @Test
        public void query() {
    
            // 类似于like 对所有字段like
            SearchResponse searchResponse = client.prepareSearch("blog").setTypes("article")
                    .setQuery(QueryBuilders.queryStringQuery("基于")).get();
    
            SearchHits hits = searchResponse.getHits();
            System.out.println("查询结果有: " + hits.getTotalHits() + " 条");
    
            for (SearchHit searchHit : hits) {
                System.out.println(searchHit.getSourceAsString());
            }
    
            client.close();
        }
    
        /**
         * 通配符查询
         */
        @Test
        public void wildcardQuery() {
    
            // 通配符查询 *全* 类似于 %全%
    
            SearchResponse searchResponse = client.prepareSearch("blog").setTypes("article")
                    .setQuery(QueryBuilders.wildcardQuery("content", "*前景*")).get();
    
            SearchHits hits = searchResponse.getHits();
            System.out.println("查询结果有: " + hits.getTotalHits() + " 条");
    
            for (SearchHit searchHit : hits) {
                System.out.println(searchHit.getSourceAsString());
            }
    
            client.close();
        }
    
        @Test
        public void termQuery() {
            // 类似于 mysql 中的 =
            // 不是与字段 = 是与字段的分词结果 =
    
            SearchResponse searchResponse = client.prepareSearch("blog").setTypes("article")
                    .setQuery(QueryBuilders.termQuery("content", "web")).get();
    
            SearchHits hits = searchResponse.getHits();
            System.out.println("查询结果有: " + hits.getTotalHits() + " 条");
    
            for (SearchHit searchHit : hits) {
                System.out.println(searchHit.getSourceAsString());
            }
    
            client.close();
        }
    
        /**
         * 模糊查询
         */
        @Test
        public void fuzzy() {
    
            // 模糊查询
            SearchResponse searchResponse = client.prepareSearch("blog").setTypes("article")
                    .setQuery(QueryBuilders.fuzzyQuery("title", "服务器")).get();
    
            SearchHits hits = searchResponse.getHits();
            System.out.println("查询结果有: " + hits.getTotalHits() + " 条");
    
            for (SearchHit searchHit : hits) {
                System.out.println(searchHit.getSourceAsString());
            }
    
            client.close();
        }
    
        @Test
        public void createMapping() throws Exception {
    
            // 设置mapping
            XContentBuilder builder = XContentFactory.jsonBuilder().startObject().startObject("article")
                    .startObject("properties").startObject("id").field("type", "text").field("store", "true").endObject()
                    .startObject("title").field("type", "text").field("store", "false").endObject().startObject("content")
                    .field("type", "text").field("store", "true").endObject().endObject().endObject().endObject();
    
            // 添加mapping
            PutMappingRequest mappingRequest = Requests.putMappingRequest("blog11182").type("article").source(builder);
    
            client.admin().indices().putMapping(mappingRequest).get();
            // 关闭资源
            client.close();
        }
    
        @Test
        public void createMapping_ik() throws Exception {
            // 1设置mapping
            XContentBuilder builder = XContentFactory.jsonBuilder().startObject().startObject("article")
                    .startObject("properties").startObject("id").field("type", "text").field("store", "true")
                    .field("analyzer", "ik_smart").endObject().startObject("title").field("type", "text")
                    .field("store", "false").field("analyzer", "ik_smart").endObject().startObject("content")
                    .field("type", "text").field("store", "true").field("analyzer", "ik_smart").endObject().endObject()
                    .endObject().endObject();
    
            // 2 添加mapping
            PutMappingRequest mapping = Requests.putMappingRequest("blog11182").type("article").source(builder);
            client.admin().indices().putMapping(mapping).get();
    
            // 3 关闭资源
            client.close();
    
        }
    
        // 创建文档,以map形式
        @Test
        public void createDocumentByMap_forik() {
    
            HashMap<String, String> map = new HashMap<String, String>();
            map.put("id", "2");
            map.put("title", "Lucene");
            map.put("content", "它提供了一个分布式的web接口");
    
            IndexResponse response = client.prepareIndex("blog11182", "article", "3").setSource(map).execute().actionGet();
    
            // 打印返回的结果
            System.out.println("结果:" + response.getResult());
            System.out.println("id:" + response.getId());
            System.out.println("index:" + response.getIndex());
            System.out.println("type:" + response.getType());
            System.out.println("版本:" + response.getVersion());
    
            // 关闭资源
            client.close();
        }
    
        // 词条查询
        @Test
        public void queryTerm_forik() {
    
            // 分析结果:因为是默认被standard
            // analyzer分词器分词,大写字母全部转为了小写字母,并存入了倒排索引以供搜索。term是确切查询, 必须要匹配到大写的Name。
            SearchResponse response = client.prepareSearch("blog11182").setTypes("article")
                    .setQuery(QueryBuilders.termQuery("content", "分布式")).get();
    
            // 获取查询命中结果
            SearchHits hits = response.getHits();
    
            System.out.println("结果条数:" + hits.getTotalHits());
    
            for (SearchHit hit : hits) {
                System.out.println(hit.getSourceAsString());
            }
        }
    
    }
    

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