在Java中实现操作

package com.young.test;

import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
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.transport.TransportClient;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.transport.TransportAddress;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.common.xcontent.XContentFactory;
import org.elasticsearch.index.query.*;
import org.elasticsearch.index.reindex.BulkByScrollResponse;
import org.elasticsearch.index.reindex.DeleteByQueryAction;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.aggregations.Aggregation;
import org.elasticsearch.search.aggregations.AggregationBuilder;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import org.elasticsearch.search.aggregations.bucket.filter.Filter;
import org.elasticsearch.search.aggregations.bucket.filter.Filters;
import org.elasticsearch.search.aggregations.bucket.filter.FiltersAggregator;
import org.elasticsearch.search.aggregations.bucket.range.Range;
import org.elasticsearch.search.aggregations.bucket.terms.Terms;
import org.elasticsearch.search.aggregations.metrics.cardinality.Cardinality;
import org.elasticsearch.search.aggregations.metrics.cardinality.CardinalityAggregationBuilder;
import org.elasticsearch.transport.client.PreBuiltTransportClient;
import org.junit.Test;

import java.io.IOException;
import java.net.InetAddress;
import java.net.UnknownHostException;
import java.util.Map;
import java.util.concurrent.ExecutionException;

public class EsDemo {

    //从es中查询数据
    @Test
    public void test1() throws UnknownHostException {

        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        //数据查询
        GetResponse response = client.prepareGet("lib3", "user", "2").execute().actionGet();

        //得到查询出的数据
        System.out.println(response.getSourceAsString());

        client.close();

    }

    @Test
    public void test2() throws IOException {

        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        //添加文档
        XContentBuilder doc = XContentFactory.jsonBuilder()
                .startObject()
                .field("id", "1")
                .field("title", "Java设计模式之装饰模式")
                .field("content", "在不必改变原类文件和使用继承的情况下，动态地扩展一个对象的功能。")
                .field("postdate", "2018-05-20")
                .field("url", "csdn.net/79239072")
                .endObject();

        //添加文档
        IndexResponse response = client
                .prepareIndex("index1", "blog", "1")
                .setSource(doc)
                .get();

        System.out.println(response.status());


    }

    //删除文档
    @Test
    public void test3() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        //删除文档
        DeleteResponse deleteResponse = client.prepareDelete("index1", "blog", "10").get();

        System.out.println(deleteResponse.status());


    }

    //更新文档
    @Test
    public void test4() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        UpdateRequest request = new UpdateRequest();
        request.index("index1")
                .type("blog")
                .id("1")
                .doc(
                        XContentFactory.jsonBuilder().startObject()
                                .field("title", "单例设计模式")
                                .endObject()
                );

        UpdateResponse updateResponse = client.update(request).get();

        System.out.println(updateResponse.status());

    }

    //upsert
    @Test
    public void test5() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        //添加文档
        IndexRequest request1 = new IndexRequest("index1", "blog", "2")
                .source(
                        XContentFactory.jsonBuilder()
                                .startObject()
                                .field("id", "2")
                                .field("title", "Java设计模式之工厂模式")
                                .field("content", "静态工厂,实例工厂")
                                .field("postdate", "2018-05-20")
                                .field("url", "csdn.net/79239072")
                                .endObject()
                );

        UpdateRequest request = new UpdateRequest("index1", "blog", "2")
                .doc(
                        XContentFactory.jsonBuilder().startObject()
                                .field("title", "设计模式")
                                .endObject()
                ).upsert(request1);

        UpdateResponse updateResponse = client.update(request).get();
        System.out.println(updateResponse.status());

    }

    //mget批量查询
    @Test
    public void test6() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        MultiGetResponse response = client.prepareMultiGet()
                .add("index1", "blog", "1", "2")
                .add("lib3", "user", "1", "2", "3")
                .get();

        for (MultiGetItemResponse item : response) {
            GetResponse gr = item.getResponse();
            if (gr != null && gr.isExists()) {
                System.out.println(gr.getSourceAsString());
            }
        }
    }

    //bulk批量查询
    @Test
    public void test7() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.80.188"), 9300));

        BulkRequestBuilder bulkRequestBuilder = client.prepareBulk();

        //批量添加
        bulkRequestBuilder.add(client.prepareIndex("lib2", "books", "8")
                .setSource(
                        XContentFactory.jsonBuilder()
                                .startObject()
                                .field("title", "python")
                                .field("price", 99)
                                .endObject()
                )
        );

        bulkRequestBuilder.add(client.prepareIndex("lib2", "books", "9")
                .setSource(
                        XContentFactory.jsonBuilder()
                                .startObject()
                                .field("title", "vr")
                                .field("price", 29)
                                .endObject()
                )
        );

        BulkResponse response = bulkRequestBuilder.get();

        System.out.println(response.status());

    }

    //查询删除
    @Test
    public void test8() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        BulkByScrollResponse response = DeleteByQueryAction.INSTANCE
                .newRequestBuilder(client)
                .filter(QueryBuilders.matchQuery("title", "工厂"))
                .source("index1")
                .get();

        //删除文档的个数
        long deleted = response.getDeleted();
        System.out.println(deleted);

    }


    //match_all
    @Test
    public void test9() throws IOException, ExecutionException, InterruptedException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        QueryBuilder qb = QueryBuilders.matchAllQuery();

        SearchResponse sr = client.prepareSearch("lib3")
                .setQuery(qb)
                .setSize(3)
                .get();

        SearchHits hits = sr.getHits();

        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
            Map<String, Object> map = hit.getSourceAsMap();
            for (String s : map.keySet()) {
                System.out.println(s + ":" + map.get(s));
            }

        }

    }

    //match
    @Test
    public void test10() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        QueryBuilder builder = QueryBuilders.matchQuery("interests", "changge");

        SearchResponse response = client.prepareSearch("lib3")
                .setQuery(builder)
                .setSize(3)
                .get();

        SearchHits hits = response.getHits();

        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
            Map<String, Object> map = hit.getSourceAsMap();
            for (String s : map.keySet()) {
                System.out.println(s + ":" + map.get(s));
            }

        }

    }

    //multiMatchQuery
    @Test
    public void test11() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        QueryBuilder builder = QueryBuilders.multiMatchQuery("changge", "address", "interests");

        SearchResponse response = client.prepareSearch("lib3")
                .setQuery(builder)
                .setSize(3)
                .get();

        SearchHits hits = response.getHits();

        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
            Map<String, Object> map = hit.getSourceAsMap();
            for (String s : map.keySet()) {
                System.out.println(s + ":" + map.get(s));
            }

        }

    }

    //term查询
    @Test
    public void test12() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        QueryBuilder builder = QueryBuilders.termQuery("interests", "changge");

        SearchResponse response = client.prepareSearch("lib3")
                .setQuery(builder)
                .setSize(2)
                .get();


        SearchHits hits = response.getHits();

        for (SearchHit hit : hits) {
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            for (String s : sourceAsMap.keySet()) {
                System.out.println(s + ":" + sourceAsMap.get(s));
            }

        }


    }


    //terms查询
    @Test
    public void test13() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        TermsQueryBuilder termsQueryBuilder = QueryBuilders.termsQuery("interests", "changge", "lvyou");

        SearchResponse response = client.prepareSearch("lib3")
                .setQuery(termsQueryBuilder)
                .setSize(2)
                .get();

        SearchHits hits = response.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }

    //各种查询
    @Test
    public void test14() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        //range查询
        //QueryBuilder builder = QueryBuilders.rangeQuery("birthday").from("1990-01-01").to("2000-12-30").format("yyyy-MM-dd");

        //prefix查询
        //QueryBuilder builder = QueryBuilders.prefixQuery("name", "zhao");

        //wildcard查询
        //QueryBuilder builder = QueryBuilders.wildcardQuery("name", "zhao*");

        //fuzzy查询
        //QueryBuilder builder = QueryBuilders.fuzzyQuery("interests", "chagge");

        //type查询,index:index1
        //QueryBuilder builder = QueryBuilders.typeQuery("blog");

        //ids查询
        QueryBuilder builder = QueryBuilders.idsQuery().addIds("1", "2", "3");

        SearchResponse response = client.prepareSearch("lib3")
                .setQuery(builder)
                .get();

        SearchHits hits = response.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }


    }


    //聚合查询
    @Test
    public void test15() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

//        AggregationBuilder agg = AggregationBuilders.max("aggMax").field("age");
//
//        SearchResponse response = client.prepareSearch("lib3").addAggregation(agg).get();
//
//        Max max = response.getAggregations().get("aggMax");
//
//        double value = max.getValue();
//
//        System.out.println(value);

//        MinAggregationBuilder minAggregationBuilder = AggregationBuilders.min("aggMin").field("age");
//        SearchResponse response = client.prepareSearch("lib3").addAggregation(minAggregationBuilder).get();
//        Min min = response.getAggregations().get("aggMin");
//        double value = min.getValue();
//        System.out.println(value);

//        AvgAggregationBuilder avgAggregationBuilder = AggregationBuilders.avg("aggAvg").field("age");
//        SearchResponse response = client.prepareSearch("lib3").addAggregation(avgAggregationBuilder).get();
//        Avg avg = response.getAggregations().get("aggAvg");
//        System.out.println(avg.getValue());

//        SumAggregationBuilder sumAggregationBuilder =
//                AggregationBuilders.sum("aggSum").field("age");
//        SearchResponse response = client.prepareSearch("lib3").addAggregation(sumAggregationBuilder).get();
//        Sum sum = response.getAggregations().get("aggSum");
//        System.out.println(sum.getValue());

        CardinalityAggregationBuilder cardinalityAggregationBuilder =
                AggregationBuilders.cardinality("aggCardinality").field("age");
        SearchResponse response = client.prepareSearch("lib3").addAggregation(cardinalityAggregationBuilder).get();
        Cardinality cardinality = response.getAggregations().get("aggCardinality");
        System.out.println(cardinality.getValue());

    }

    //query string
    @Test
    public void test16() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        //QueryBuilder builder = QueryBuilders.commonTermsQuery("name", "zhaoliu");
        //QueryBuilder builder = QueryBuilders.queryStringQuery("+changge -hejiu");
        QueryBuilder builder = QueryBuilders.simpleQueryStringQuery("+changge -hejiu");
        SearchResponse response = client.prepareSearch("lib3").setQuery(builder).get();
        SearchHits hits = response.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }


    }

    //组合查询
    @Test
    public void test17() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

//        QueryBuilder builder = QueryBuilders.boolQuery()
//                .must(QueryBuilders.matchQuery("interests","changge"))
//                .mustNot(QueryBuilders.matchQuery("interests","lvyou"))
//                .should(QueryBuilders.matchQuery("address","beijing"))
//                .filter(QueryBuilders.rangeQuery("birthday").gte("1990-01-01").format("yyyy-MM-dd"));

        //constantscore
        QueryBuilder builder = QueryBuilders.constantScoreQuery(QueryBuilders.termQuery("name", "zhaoliu"));

        SearchResponse response = client.prepareSearch("lib3").setQuery(builder).get();
        SearchHits hits = response.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }


    }

    //分组聚合
    @Test
    public void test18() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        AggregationBuilder agg = AggregationBuilders.terms("terms").field("age");
        SearchResponse response = client.prepareSearch("lib3").addAggregation(agg).execute().actionGet();
        Terms terms = response.getAggregations().get("terms");
        for (Terms.Bucket bucket : terms.getBuckets()) {
            System.out.println(bucket.getKey() + ":" + bucket.getDocCount());
        }


    }

    //filter聚合
    @Test
    public void test19() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        QueryBuilder query = QueryBuilders.termQuery("age", 20);
        AggregationBuilder agg = AggregationBuilders.filter("filter", query);
        SearchResponse response = client.prepareSearch("lib3").addAggregation(agg).execute().actionGet();
        Filter filter = response.getAggregations().get("filter");
        System.out.println(filter.getDocCount());

    }

    //filters聚合
    @Test
    public void test20() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        AggregationBuilder agg = AggregationBuilders.filters("filters",
                  new FiltersAggregator.KeyedFilter("changge",QueryBuilders.termQuery("interests","changge")),
                  new FiltersAggregator.KeyedFilter("hejiu",QueryBuilders.termsQuery("interests","hejiu"))
                );

        SearchResponse response = client.prepareSearch("lib3").addAggregation(agg).execute().actionGet();
        Filters filters = response.getAggregations().get("filters");
        for (Filters.Bucket bucket : filters.getBuckets()) {
            System.out.println(bucket.getKey()+":"+bucket.getDocCount());
        }

    }

    //范围聚合
    @Test
    public void test21() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        AggregationBuilder agg = AggregationBuilders
                .range("range")
                .field("age")
                .addUnboundedTo(50)//(,to)
                .addRange(25,50)//[fro,to)
                .addUnboundedFrom(25);//[from,)

        SearchResponse response = client.prepareSearch("lib3").addAggregation(agg).execute().actionGet();
        Range r = response.getAggregations().get("range");
        for (Range.Bucket bucket : r.getBuckets()) {
            System.out.println(bucket.getKey()+":"+bucket.getDocCount());
        }


    }

    //missing聚合
    @Test
    public void test22() throws UnknownHostException {
        //指定ES集群
        Settings settings = Settings.builder()
                .put("cluster.name", "my-application")
                .build();

        //创建访问es服务器的客户端
        TransportClient client = new PreBuiltTransportClient(settings)
                .addTransportAddress(
                        new TransportAddress(InetAddress.getByName("192.168.80.188"),
                                9300));

        AggregationBuilder agg = AggregationBuilders.missing("missing").field("price");
        SearchResponse response = client.prepareSearch("lib4").addAggregation(agg).execute().actionGet();
        Aggregation aggregation = response.getAggregations().get("missing");
        System.out.println(aggregation.toString());

    }

}
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