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JAVA elasticsearch批量插入

9月前 作者：我要用代码向我喜欢的女孩表白 分类：Toy博客 阅读(41) 违法举报

这篇具有很好参考价值的文章主要介绍了JAVA elasticsearch批量插入。希望对大家有所帮助。如果存在错误或未考虑完全的地方，请大家不吝赐教，您也可以点击"举报违法"按钮提交疑问。

耐心看，多看代码中写的注释，keyid是文档中的_id

目录

耐心看，多看代码中写的注释，keyid是文档中的_id

1.导入包

2.插入格式

3.插入类

--------附录（新增，删除，更新，插入等）

1.导入包

<properties>
   <java.version>1.8</java.version>
   <elasticsearch.version>7.9.3</elasticsearch.version>
</properties>
<!-- elasticsearch相关 -->
<dependency>
   <groupId>org.elasticsearch.client</groupId>
   <artifactId>elasticsearch-rest-high-level-client</artifactId>
   <version>${elasticsearch.version}</version>
</dependency>
<dependency>
   <groupId>org.elasticsearch</groupId>
   <artifactId>elasticsearch</artifactId>
   <version>${elasticsearch.version}</version>
</dependency>
<dependency>
   <groupId>org.elasticsearch.client</groupId>
   <artifactId>elasticsearch-rest-client-sniffer</artifactId>
   <version>${elasticsearch.version}</version>
</dependency>

2.插入格式

将对象转换为map

public static <T> Map<String, Object> beanToMap(T bean) {
    Map<String, Object> map = Maps.newHashMap();
    if (bean != null) {
        BeanMap beanMap = BeanMap.create(bean);
        for (Object key : beanMap.keySet()) {
            map.put(key.toString(), beanMap.get(key));
        }
    }
    return map;
}

创建map文章来源地址https://www.toymoban.com/news/detail-720722.html

try {
//下面这行是你要插入es的数据，根据自己的数据来
List<DyingVideoDO> allVideoList = videoMapper.findAllVideoList();

List<Map<String, Object>> mapList = new ArrayList<>();
for (DyingVideoDO row:allVideoList){
    Map<String, Object> videoMap = BeanUtil.beanToMap(row);
    mapList.add(videoMap);
}
//调用插入方法
syncVideoEsService.createData(mapList);

} catch (Exception e) {
//可有可无
    log.error("sync video data error :{}", e);
    return 0;
}
/**
 * 创建文档
 * @param list list
 */

//索引名称
private final String index = "t_dying_video";
private final String alias = "t_dying_video";
@Autowired
private ElasticsearchService elasticsearchService;

public void createData(List<Map<String, Object>> list) throws Exception {
    try {
        if (!CollectionUtil.isEmpty(list)) {
            List<String> idList = list.stream().map(it -> String.valueOf(it.get("id"))).collect(Collectors.toList());

            List<Map<String,Object>> jointVideoArray = new ArrayList<Map<String,Object>>();
            list.stream().forEach(e -> {
                Map<String, Object> obj = new HashMap<String, Object>() {{
                    put("keyid", e.get("id"));
                    put("title", e.get("title"));//标题
                    put("video_url", e.get("video_url"));
                    put("pic_url",e.get("pic_url"));
                    put("small_pic_url",e.get("small_pic_url"));
                    put("media_content",e.get("media_content"));
                    put("update_content",e.get("update_content"));
                    put("publish_time",e.get("publish_time"));
                    put("label",e.get("label"));
                    put("title_desc",e.get("title_desc"));//由update_content清洗
                    put("voice_content",e.get("voice_content"));//由media_content清洗
                }};
                jointVideoArray.add(obj);
            });
//调用下面插入类中的方法
            //elasticsearchService.batchDeleteRequest(alias, idList);
            //elasticsearchService.batchDeleteRequest(jointAlias, idList);
            elasticsearchService.batchInsertRequest(alias, jointVideoArray);

        }
    } catch (Exception e) {
        log.error("插入数据到ES异常",e);
        throw e;
    }
}

3.插入类

/**
 * 批量新增文档
 */
public boolean batchInsertRequest(String index, List<Map<String, Object>> list) throws Exception {
    BulkRequest request = new BulkRequest();
    for (int i = 0; i < list.size(); i++) {
        Map<String, Object> item = list.get(i);
        request.add(new IndexRequest(index).id(String.valueOf(item.get("keyid"))).source(item, XContentType.JSON));
    }
    BulkResponse bulk = restHighLevelClient.bulk(request, RequestOptions.DEFAULT);
    if (bulk.status().getStatus() == 200) {
        if (!bulk.hasFailures()) {
            return true;
        }
        log.error("批量创建索引{}文档失败", index);
    }
    return false;
}

--------附录（新增，删除，更新，插入等）

package com.dengtacj.synces.service;

import cn.hutool.core.bean.BeanUtil;
import lombok.extern.slf4j.Slf4j;
import org.elasticsearch.action.admin.indices.alias.Alias;
import org.elasticsearch.action.admin.indices.create.CreateIndexRequest;
import org.elasticsearch.action.admin.indices.create.CreateIndexResponse;
import org.elasticsearch.action.admin.indices.delete.DeleteIndexRequest;
import org.elasticsearch.action.admin.indices.refresh.RefreshRequest;
import org.elasticsearch.action.admin.indices.refresh.RefreshResponse;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.support.master.AcknowledgedResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.client.HttpAsyncResponseConsumerFactory;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.xcontent.XContentType;
import org.elasticsearch.index.reindex.BulkByScrollResponse;
import org.elasticsearch.index.reindex.DeleteByQueryRequest;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;

import java.io.IOException;
import java.util.List;
import java.util.Map;

/**
 * Elasticsearch服务
 *
 */
@Slf4j
@Service
public class ElasticsearchService {


    @Autowired
    public RestHighLevelClient restHighLevelClient;

    protected static final RequestOptions COMMON_OPTIONS;

    static {
        RequestOptions.Builder builder = RequestOptions.DEFAULT.toBuilder();
        // 默认缓冲限制为100MB，此处修改为30MB。
        builder.setHttpAsyncResponseConsumerFactory(new HttpAsyncResponseConsumerFactory.HeapBufferedResponseConsumerFactory(30 * 1024 * 1024));
        COMMON_OPTIONS = builder.build();
    }


    /**
     * 创建索引
     *
     * @param index 索引名称
     * @return 是否成功
     */
    public boolean createIndexRequest(String index) {
        CreateIndexRequest createIndexRequest = new CreateIndexRequest(index)
                .settings(Settings.builder().put("index.number_of_shards", 3).put("index.number_of_replicas", 0));

        try {
            CreateIndexResponse response = restHighLevelClient.indices().create(createIndexRequest, COMMON_OPTIONS);
            log.info("所有节点确认响应 : {}", response.isAcknowledged());
            log.info("所有分片的复制未超时 :{}", response.isShardsAcknowledged());
            log.info("创建索引【{}】成功", index);
            return true;
        } catch (IOException e) {
            log.error("创建索引库【{}】失败", index, e);
        }
        return false;
    }


    /**
     * 创建索引
     *
     * @param index   索引名称
     * @param mapping 索引结构
     * @return 是否成功
     */
    public boolean createIndexRequest(String index, String mapping) {
        CreateIndexRequest createIndexRequest = new CreateIndexRequest(index);
        try {
            createIndexRequest.settings(Settings.builder()
                            // 分片数
                            .put("index.number_of_shards", 3)
                            // 副本数
                            .put("index.number_of_replicas", 0)
                    // 默认分词器
//                    .put("analysis.analyzer.default.tokenizer", "index_ansj")
            );
            createIndexRequest.mapping("_doc", mapping, XContentType.JSON);
            CreateIndexResponse response = restHighLevelClient.indices().create(createIndexRequest, RequestOptions.DEFAULT);
            log.info("所有节点确认响应 : {}", response.isAcknowledged());
            log.info("所有分片的复制未超时 :{}", response.isShardsAcknowledged());
            log.info("创建索引【{}】成功", index);
            return true;
        } catch (Exception e) {
            log.error("创建索引库【{}】失败", index, e);
        }
        return false;
    }


    /**
     * 创建索引
     *
     * @param index    索引名称
     * @param settings 索引设置
     * @param mapping  索引结构
     * @return 是否成功
     */
    public boolean createIndexRequest(String index, String settings, String mapping) {
        CreateIndexRequest createIndexRequest = new CreateIndexRequest(index);
        try {
            createIndexRequest.settings(settings, XContentType.JSON);
            createIndexRequest.mapping("_doc", mapping, XContentType.JSON);
            CreateIndexResponse response = restHighLevelClient.indices().create(createIndexRequest, RequestOptions.DEFAULT);
            log.info("所有节点确认响应 : {}", response.isAcknowledged());
            log.info("所有分片的复制未超时 :{}", response.isShardsAcknowledged());
            log.info("创建索引【{}】成功", index);
            return true;
        } catch (Exception e) {
            log.error("创建索引库【{}】失败", index, e);
        }
        return false;
    }


    /**
     * 创建索引
     *
     * @param index    索引名称
     * @param settings 索引设置
     * @param mapping  索引结构
     * @param alias    索引别名
     * @return 是否成功
     */
    public boolean createIndexRequest(String index, String settings, String mapping, String alias) {
        CreateIndexRequest createIndexRequest = new CreateIndexRequest(index);
        try {
            createIndexRequest.settings(settings, XContentType.JSON);
            createIndexRequest.mapping("_doc", mapping, XContentType.JSON);
            createIndexRequest.alias(new Alias(alias));
            CreateIndexResponse response = restHighLevelClient.indices().create(createIndexRequest, RequestOptions.DEFAULT);
            log.info("所有节点确认响应 : {}", response.isAcknowledged());
            log.info("所有分片的复制未超时 :{}", response.isShardsAcknowledged());
            log.info("创建索引【{}】成功", index);
            return true;
        } catch (Exception e) {
            log.error("创建索引库【{}】失败", index, e);
        }
        return false;
    }


    /**
     * 删除索引
     *
     * @param index 索引名称
     */
    public boolean deleteIndexRequest(String index) {
        try {
            boolean exists = restHighLevelClient.indices().exists(new GetIndexRequest(index), RequestOptions.DEFAULT);
            if (exists) {
                AcknowledgedResponse response = restHighLevelClient.indices().delete(new DeleteIndexRequest(index), COMMON_OPTIONS);
                // 判断是否确认响应
                if (response.isAcknowledged()) {
                    return true;
                }
            } else {
                log.info("索引【{}】不存在", index);
                return true;
            }
        } catch (IOException e) {
            log.error("删除索引库【{}】失败", index, e);
        }
        return false;
    }


    /**
     * 新增文档
     */
    public boolean insertRequest(String index, String id, Object object) {
        IndexRequest indexRequest = new IndexRequest(index).id(id).source(BeanUtil.beanToMap(object), XContentType.JSON);
        try {
            IndexResponse indexResponse = restHighLevelClient.index(indexRequest, COMMON_OPTIONS);
            if (indexResponse.status().getStatus() == 200) {
                log.info("创建索引{}文档成功", index);
                return true;
            }
        } catch (IOException e) {
            log.error("创建索引文档 {" + index + "} 数据 {" + object + "} 失败", e);
        }
        return false;
    }


    /**
     * 新增文档
     */
    public boolean insertRequest(String index, Map<String, Object> item) {
        IndexRequest indexRequest = new IndexRequest(index).id((String) item.get("id")).source(item, XContentType.JSON);
        try {
            IndexResponse indexResponse = restHighLevelClient.index(indexRequest, COMMON_OPTIONS);
            if (indexResponse.status().getStatus() == 200) {
                log.info("创建索引{}文档成功", index);
                return true;
            }
        } catch (IOException e) {
            log.error("创建索引文档 {" + index + "} 数据 {" + item + "} 失败", e);
        }
        return false;
    }


    /**
     * 批量新增文档
     */
    public boolean batchInsertRequest(String index, List<Map<String, Object>> list) throws Exception {
        BulkRequest request = new BulkRequest();
        for (int i = 0; i < list.size(); i++) {
            Map<String, Object> item = list.get(i);
            request.add(new IndexRequest(index).id(String.valueOf(item.get("keyid"))).source(item, XContentType.JSON));
        }
        BulkResponse bulk = restHighLevelClient.bulk(request, RequestOptions.DEFAULT);
        if (bulk.status().getStatus() == 200) {
            if (!bulk.hasFailures()) {
                return true;
            }
            log.error("批量创建索引{}文档失败", index);
        }
        return false;
    }


    /**
     * 修改文档
     */
    public void updateRequest(String index, String id, Object object) {
        UpdateRequest updateRequest = new UpdateRequest(index, id);
        updateRequest.doc(BeanUtil.beanToMap(object), XContentType.JSON);
        try {
            restHighLevelClient.update(updateRequest, COMMON_OPTIONS);
        } catch (IOException e) {
            log.error("更新索引文档 {" + index + "} 数据 {" + object + "} 失败", e);
        }
    }


    /**
     * 批量修改文档
     */
    public boolean batchUpdateRequest(String index, List<Map<String, Object>> list) throws Exception {
        BulkRequest request = new BulkRequest();
        for (int i = 0; i < list.size(); i++) {
            Map<String, Object> item = list.get(i);
            request.add(new UpdateRequest(index, (String) item.get("keyid")).doc(item, XContentType.JSON));
        }
        BulkResponse bulk = restHighLevelClient.bulk(request, RequestOptions.DEFAULT);
        if (bulk.status().getStatus() == 200) {
            if (!bulk.hasFailures()) {
                log.info("批量修改索引{}文档成功", index);
                return true;
            }
            log.error("批量修改索引{}文档失败,失败原因:{}", index, bulk.buildFailureMessage());
        }
        return false;
    }


    /**
     * 删除文档
     */
    public void deleteRequest(String index, String id) {
        DeleteRequest deleteRequest = new DeleteRequest(index, id);
        try {
            restHighLevelClient.delete(deleteRequest, COMMON_OPTIONS);
        } catch (IOException e) {
            log.error("删除索引文档 {" + index + "} 数据id {" + id + "} 失败", e);
        }
    }


    /**
     * 批量删除文档
     */
    public boolean batchDeleteRequest(String index, List<String> list) throws Exception {
        BulkRequest request = new BulkRequest();
        for (int i = 0; i < list.size(); i++) {
            request.add(new DeleteRequest(index, list.get(i)));
        }
        BulkResponse bulk = restHighLevelClient.bulk(request, RequestOptions.DEFAULT);
        if (bulk.status().getStatus() == 200) {
            if (!bulk.hasFailures()) {
                log.info("批量删除索引{}文档成功 count:{}", index,list.size());
                return true;
            }
            log.error("批量删除索引{}文档成功,失败原因:{}", index, bulk.buildFailureMessage());
        }
        return false;
    }



    public boolean cleanIndex(String index){
        try {
            DeleteByQueryRequest deleteRequest = new DeleteByQueryRequest(index);
            deleteRequest.setRefresh(true);
            BulkByScrollResponse response = restHighLevelClient.deleteByQuery(deleteRequest,RequestOptions.DEFAULT);
            return true;
        }catch (IOException e){
            log.error("clean index :{} error : {}",index,e);
            return false;
        }
    }


    public boolean refreshIndex(String... index){
        try {
            RefreshRequest refreshRequest = new RefreshRequest();
            refreshRequest.indices(index);
            RefreshResponse response = restHighLevelClient.indices().refresh(refreshRequest,RequestOptions.DEFAULT);
            log.info("refresh  {}  response status : {}",index,response.getStatus());
            return true;
        }catch (IOException e){
            log.error("refresh index :{} error : {}",index,e);
            return false;
        }
    }


}

创建索引的调用方法，mapping和seeting只是读取你的索引配置文件
比如我的文件是:

 

 
 
{ "settings": { "number_of_shards": 5, "number_of_replicas": 1, "index": { "analysis.analyzer.default.type" : "ik_max_word"} } }

 
 
public boolean createIndex() {
    String mapping = null;
    String settings = null;
    try {
        mapping = FileUtil.readString(ResourceUtils.getFile("classpath:index/mapping/t_dying_video.json"), "UTF-8");
        settings = FileUtil.readString(ResourceUtils.getFile("classpath:index/settings/t_dying_video.json"), "UTF-8");
        if (StrUtil.isNotBlank(mapping) && StrUtil.isNotBlank(settings)) {
            return elasticsearchService.createIndexRequest(index, settings, mapping, alias);
        }
    } catch (Exception e) {
        log.error("读取索引【{}】的Mapping文件失败", index, e);
    }
    return false;
}
 
  

                    
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