Java High Level REST Client 用法

　　简单研究下Java High Level REST Client 的使用方法。这个Client连接的端口是ES的HTTP端口。

　　参考：https://www.elastic.co/guide/en/elasticsearch/client/java-rest/current/java-rest-high.html

0.pom

        <dependency>
            <groupId>org.elasticsearch.client</groupId>
            <artifactId>elasticsearch-rest-high-level-client</artifactId>
            <version>7.8.1</version>
        </dependency>

启动两个ES服务：

elasticsearch.bat -Ehttp.port=9200 -Epath.data=E:/data/0
elasticsearch.bat -Ehttp.port=19200 -Epath.data=E:/data/1

1.Index相关API

0.获取所有的Index

    private static void getAllIndex() throws IOException { // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        try {
            GetAliasesRequest request = new GetAliasesRequest();
            GetAliasesResponse getAliasesResponse = client.indices().getAlias(request, RequestOptions.DEFAULT);
            Map<String, Set<AliasMetadata>> aliases = getAliasesResponse.getAliases();
            Set<String> indices = aliases.keySet();
            for (String key : indices) {
                System.out.println(key);
            }
        } catch (IOException e) {
            e.printStackTrace();
        }
        // on shutdown
        client.close();
    }

结果:

test
.kibana_task_manager_1
.apm-agent-configuration
accounts
.kibana_1
users

 1.创建Index

    private static void creareIndex() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        CreateIndexRequest request = new CreateIndexRequest("test");
        // 设置分片数量和副本数量
        request.settings(Settings.builder().put("index.number_of_shards", 3).put("index.number_of_replicas", 2));
        // 字段映射
        Map<String, Object> message = new HashMap<>();
        message.put("type", "text");
        Map<String, Object> properties = new HashMap<>();
        properties.put("message", message);
        Map<String, Object> mapping = new HashMap<>();
        mapping.put("properties", properties);
        request.mapping(mapping);

        // 执行创建请求
        CreateIndexResponse createIndexResponse = client.indices().create(request, RequestOptions.DEFAULT);
        boolean acknowledged = createIndexResponse.isAcknowledged();
        boolean shardsAcknowledged = createIndexResponse.isShardsAcknowledged();
        System.out.println(acknowledged && shardsAcknowledged);

        // on shutdown
        client.close();
    }

2. 判断是否存在

    private static void exists() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetIndexRequest request = new GetIndexRequest("test");
        boolean exists = client.indices().exists(request, RequestOptions.DEFAULT);
        System.out.println(exists);

        // on shutdown
        client.close();
    }

3.获取Index的分片数量和副本数量

    private static void GetIndexRequest() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetSettingsRequest request = new GetSettingsRequest().indices("test");
        GetSettingsResponse getSettingsResponse = client.indices().getSettings(request, RequestOptions.DEFAULT);
        String numberOfShardsString = getSettingsResponse.getSetting("test", "index.number_of_shards");
        System.out.println(numberOfShardsString);
        Settings indexSettings = getSettingsResponse.getIndexToSettings().get("test");
        Integer numberOfShards = indexSettings.getAsInt("index.number_of_shards", null);
        System.out.println(numberOfShards);

        // on shutdown
        client.close();
    }

4.获取Mapping

    private static void getMapping() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetMappingsRequest request = new GetMappingsRequest();
        request.indices("test");
        GetMappingsResponse getMappingResponse = client.indices().getMapping(request, RequestOptions.DEFAULT);
        Map<String, MappingMetadata> allMappings = getMappingResponse.mappings();
        MappingMetadata indexMapping = allMappings.get("test");
        Map<String, Object> mapping = indexMapping.sourceAsMap();
        System.out.println(mapping);

        // on shutdown
        client.close();
    }

结果：

{properties={message={type=text}}}

5.修改Mapping

    private static void putMapping() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        PutMappingRequest request = new PutMappingRequest("test");
        Map<String, Object> jsonMap = new HashMap<>();
        Map<String, Object> message = new HashMap<>();
        message.put("type", "text");
        Map<String, Object> properties = new HashMap<>();
        properties.put("message", message);
        jsonMap.put("properties", properties);
        request.source(jsonMap);

        AcknowledgedResponse putMappingResponse = client.indices().putMapping(request, RequestOptions.DEFAULT);
        boolean acknowledged = putMappingResponse.isAcknowledged();
        System.out.println(acknowledged);

        // on shutdown
        client.close();
    }

6.删除Index

    private static void delete() throws IOException { // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        try {
            // 索引不存在抛出ElasticsearchException异常
            DeleteIndexRequest request = new DeleteIndexRequest("does_not_exist");
            AcknowledgedResponse delete = client.indices().delete(request, RequestOptions.DEFAULT);
            boolean acknowledged = delete.isAcknowledged();
            System.out.println(acknowledged);
        } catch (ElasticsearchException exception) {
            if (exception.status() == RestStatus.NOT_FOUND) {

            }
        }

        // on shutdown
        client.close();
    }

补充： 上面的操作都有异步操作，例如

    private static void delete() throws IOException, InterruptedException {
        CountDownLatch countDownLatch = new CountDownLatch(1);
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        try {
            // 索引不存在抛出ElasticsearchException异常
            DeleteIndexRequest request = new DeleteIndexRequest("test");
            ActionListener<AcknowledgedResponse> listener = new ActionListener<AcknowledgedResponse>() {
                @Override
                public void onResponse(AcknowledgedResponse deleteIndexResponse) {
                    System.out.println("1");
                    System.out.println(deleteIndexResponse.isAcknowledged());
                    countDownLatch.countDown();
                }

                @Override
                public void onFailure(Exception e) {
                    System.out.println("2");
                    e.printStackTrace();
                    countDownLatch.countDown();
                }
            };
            client.indices().deleteAsync(request, RequestOptions.DEFAULT, listener);
        } catch (ElasticsearchException exception) {
            if (exception.status() == RestStatus.NOT_FOUND) {
                System.out.println("3");
                exception.printStackTrace();
                countDownLatch.countDown();
            }
        }

        countDownLatch.await();
        // on shutdown
        client.close();
    }

上面是异步操作的方法，增加listener监听器。加CountDownLatch进行await是为了进行测试效果。实际中不应该使用闭锁。

 2.Document APIs

0.准备Index-news 使用IK分词器(关于ES整合IK分词器参考之前的)

private static void createIndex() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        CreateIndexRequest request = new CreateIndexRequest("news");
        // 设置分片数量和副本数量
        request.settings(Settings.builder().put("index.number_of_shards", 3).put("index.number_of_replicas", 2));
        // 字段映射
        Map<String, Object> properties = new HashMap<>();
        properties.put("id", getField("long"));
        properties.put("type", getField("keyword"));
        properties.put("title", getField("text"));
        properties.put("content", getField("text"));
        properties.put("creator", getField("keyword"));
        properties.put("createTime", getField("date"));

        Map<String, Object> mapping = new HashMap<>();
        mapping.put("properties", properties);
        request.mapping(mapping);

        // 执行创建请求
        CreateIndexResponse createIndexResponse = client.indices().create(request, RequestOptions.DEFAULT);
        boolean acknowledged = createIndexResponse.isAcknowledged();
        boolean shardsAcknowledged = createIndexResponse.isShardsAcknowledged();
        System.out.println(acknowledged && shardsAcknowledged);

        // on shutdown
        client.close();
    }

    private static Map<String, Object> getField(String type) {
        Map<String, Object> result = new HashMap<>();
        result.put("type", type);
        if ("text".equals(type)) {
            result.put("analyzer", "ik_max_word");
            result.put("search_analyzer", "ik_smart");
        }

        return result;
    }

查看字段映射如下：

{properties={creator={type=keyword}, createTime={type=date}, id={type=long}, title={search_analyzer=ik_smart, analyzer=ik_max_word, type=text}, type={type=keyword}, content={search_analyzer=ik_smart, analyzer=ik_max_word, type=text}}}

1.创建索引

    private static void createDoc() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        String[] type = { "杂文", "java", "vue", "js", "es" };
        String[] title = { "杂文记录", "java记录", "vue记录", "js记录", "js记录" };
        String[] content = { "这里是杂文记录", "这里是java记录", "这里是vue记录", "这里是js记录", "这里是js记录" };

        Map<String, Object> jsonMap = new HashMap<>();
        for (int i = 0; i < 9; i++) {
            jsonMap.clear();

            int indexNum = i % 5;
            jsonMap.put("type", type[indexNum]);
            jsonMap.put("title", title[indexNum]);
            jsonMap.put("content", content[indexNum]);
            jsonMap.put("creator", "creator" + i);
            jsonMap.put("createTime", new Date());

            IndexRequest indexRequest = new IndexRequest("news").source(jsonMap);
            IndexResponse response = client.index(indexRequest, RequestOptions.DEFAULT);

            System.out.println("=============" + i);

            // 打印保存信息
            // Index name
            String _index = response.getIndex();
            System.out.println("_index " + _index);
            // Type name
            String _type = response.getType();
            System.out.println("_type " + _type);
            // Document ID (generated or not)
            String _id = response.getId();
            System.out.println("_id " + _id);
            // Version (if it's the first time you index this document, you will
            // get: 1)
            long _version = response.getVersion();
            System.out.println("_version " + _version);
            // status has stored current instance statement.
            RestStatus status = response.status();
            System.out.println("status " + status);
        }

        // on shutdown
        client.close();
    }

结果：

=============0
_index news
_type _doc
_id -Z4LB3QBhQI7S8XqvLjl
_version 1
status CREATED
=============1
_index news
_type _doc
_id NAILB3QBfZgDx-b1xOMr
_version 1
status CREATED
=============2
_index news
_type _doc
_id -p4LB3QBhQI7S8Xqx7ix
_version 1
status CREATED
=============3
_index news
_type _doc
_id NQILB3QBfZgDx-b1yeNE
_version 1
status CREATED
=============4
_index news
_type _doc
_id -54LB3QBhQI7S8Xqyrjs
_version 1
status CREATED
=============5
_index news
_type _doc
_id NgILB3QBfZgDx-b1zOMK
_version 1
status CREATED
=============6
_index news
_type _doc
_id _J4LB3QBhQI7S8XqzLjT
_version 1
status CREATED
=============7
_index news
_type _doc
_id NwILB3QBfZgDx-b1zeN9
_version 1
status CREATED
=============8
_index news
_type _doc
_id _Z4LB3QBhQI7S8Xqzrhk
_version 1
status CREATED

补充：上面的方式不会给ID赋值，ID是ES自动生成的，如果需要自己赋值，如下：

IndexRequest indexRequest = new IndexRequest("news").id((i + 1) + "").source(jsonMap);

 

2. Get API  根据ID查询

根据ID查询

    private static void getDoc() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetRequest getRequest = new GetRequest(defaultIndex, "1");
        GetResponse getResponse = client.get(getRequest, RequestOptions.DEFAULT);
        String index = getResponse.getIndex();
        String id = getResponse.getId();
        if (getResponse.isExists()) {
            long version = getResponse.getVersion();
            String sourceAsString = getResponse.getSourceAsString();
            Map<String, Object> sourceAsMap = getResponse.getSourceAsMap();
            System.out.println(index);
            System.out.println(id);
            System.out.println(version);
            System.out.println(sourceAsString);
            System.out.println(sourceAsMap);
        } else {
            System.out.println("不存在");
        }

        // on shutdown
        client.close();
    }

结果：

news
1
1
{"creator":"creator0","createTime":"2020-08-19T14:17:18.790Z","type":"杂文","title":"杂文记录","content":"这里是杂文记录"}
{creator=creator0, createTime=2020-08-19T14:17:18.790Z, type=杂文, title=杂文记录, content=这里是杂文记录}

3.Get Source 获取数据内容

    private static void getSource() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetSourceRequest getSourceRequest = new GetSourceRequest(defaultIndex, "1");
        GetSourceResponse response = client.getSource(getSourceRequest, RequestOptions.DEFAULT);
        Map<String, Object> source = response.getSource();
        System.out.println(source);

        // on shutdown
        client.close();
    }

结果：

{creator=creator0, createTime=2020-08-19T14:17:18.790Z, type=杂文, title=杂文记录, content=这里是杂文记录}

4. exists 判断存在

    private static void exists() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        GetRequest getRequest = new GetRequest(defaultIndex, "1");
        // Disable fetching _source.
        getRequest.fetchSourceContext(new FetchSourceContext(false));
        // Disable fetching stored fields.
        getRequest.storedFields("_none_");

        boolean exists = client.exists(getRequest, RequestOptions.DEFAULT);
        System.out.println(exists);

        // on shutdown
        client.close();
    }

结果：

true

 

5.Delete 根据ID删除

    private static void delete() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        DeleteRequest request = new DeleteRequest(defaultIndex, "1");
        DeleteResponse deleteResponse = client.delete(request, RequestOptions.DEFAULT);
        String index = deleteResponse.getIndex();
        String id = deleteResponse.getId();
        System.out.println(index + "\t" + id);

        // on shutdown
        client.close();
    }

结果：

news 1

6. Update根据ID修改

    private static void update() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 修改部分字段
        Map<String, Object> jsonMap = new HashMap<>();
        jsonMap.put("content", "修改过的");
        UpdateRequest request = new UpdateRequest(defaultIndex, "1").doc(jsonMap);
        // 修改完读取数据
        request.fetchSource(true);

        // 执行修改
        UpdateResponse updateResponse = client.update(request, RequestOptions.DEFAULT);
        GetResult result = updateResponse.getGetResult();
        if (result.isExists()) {
            Map<String, Object> sourceAsMap = result.sourceAsMap();
            System.out.println(sourceAsMap);
        } else {

        }
        // on shutdown
        client.close();
    }

结果：

{creator=creator0, createTime=2020-08-19T14:32:37.804Z, type=杂文, title=杂文记录, content=修改过的}

补充： 用脚本更新

    private static void update() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 多个请求.可以是相同的增加请求也可以是不同类型的请求
        UpdateRequest request = new UpdateRequest(defaultIndex, "1");
        // 修改完读取数据
        request.fetchSource(true);

        // 添加请求
        Map<String, Object> singletonMap = new HashMap<>();
        singletonMap.put("content", "append");
        Script inline = new Script(ScriptType.INLINE, "painless", "ctx._source.content += params.content",
                singletonMap);
        request.script(inline);

        UpdateResponse updateResponse = client.update(request, RequestOptions.DEFAULT);
        GetResult result = updateResponse.getGetResult();
        if (result.isExists()) {
            Map<String, Object> sourceAsMap = result.sourceAsMap();
            System.out.println(sourceAsMap);
        } else {

        }

        // on shutdown
        client.close();
    }

结果：

{creator=creator0, field=nullappend, createTime=2020-08-19T14:32:37.804Z, type=杂文, title=杂文记录, content=java NP!!!!append}

 

6.termVector

待补充

7. bulk API 在一次请求中发送多个ES请求(增删改等)

private static void bulk() throws IOException {
        String defaultIndex = "news";

        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 多个请求.可以是相同的增加请求也可以是不同类型的请求
        BulkRequest request = new BulkRequest();

        // 添加请求
        Map<String, Object> jsonMap = new HashMap<>();
        jsonMap.put("type", "java");
        jsonMap.put("content", "java NP");
        jsonMap.put("creator", "creator2");
        jsonMap.put("createTime", new Date());
        request.add(new IndexRequest(defaultIndex).id("2").source(jsonMap));
        // 修改请求
        Map<String, Object> jsonMap2 = new HashMap<>();
        jsonMap2.put("content", "java NP!!!!");
        request.add(new UpdateRequest(defaultIndex, "1").doc(jsonMap2));

        BulkResponse bulkResponse = client.bulk(request, RequestOptions.DEFAULT);
        for (BulkItemResponse bulkItemResponse : bulkResponse) {
            DocWriteResponse itemResponse = bulkItemResponse.getResponse();

            switch (bulkItemResponse.getOpType()) {
            case INDEX:
            case CREATE:
                IndexResponse indexResponse = (IndexResponse) itemResponse;
                System.out.println("create " + indexResponse);
                break;
            case UPDATE:
                UpdateResponse updateResponse = (UpdateResponse) itemResponse;
                System.out.println("updateResponse " + updateResponse);
                break;
            case DELETE:
                DeleteResponse deleteResponse = (DeleteResponse) itemResponse;
            }
        }

        // on shutdown
        client.close();
    }

结果：

create IndexResponse[index=news,type=_doc,id=2,version=1,result=created,seqNo=2,primaryTerm=1,shards={"total":3,"successful":1,"failed":0}]
updateResponse UpdateResponse[index=news,type=_doc,id=1,version=3,seqNo=9,primaryTerm=1,result=updated,shards=ShardInfo{total=3, successful=1, failures=[]}]

8. multip-get api

    private static void multiGet() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        MultiGetRequest request = new MultiGetRequest();
        request.add(new MultiGetRequest.Item(defaultIndex, "1"));
        request.add(new MultiGetRequest.Item(defaultIndex, "_J4LB3QBhQI7S8XqzLjT"));
        MultiGetResponse response = client.mget(request, RequestOptions.DEFAULT);
        MultiGetItemResponse[] responses = response.getResponses();
        if (responses != null) {
            for (MultiGetItemResponse responseTmp : responses) {
                GetResponse response2 = responseTmp.getResponse();
                String index = responseTmp.getIndex();
                String id = responseTmp.getId();
                if (response2.isExists()) {
                    long version = response2.getVersion();
                    Map<String, Object> sourceAsMap = response2.getSourceAsMap();
                    System.out.println(sourceAsMap);
                } else {

                }
            }
        }

        // on shutdown
        client.close();
    }

结果：

{creator=creator0, field=nullappend, createTime=2020-08-19T14:32:37.804Z, type=杂文, title=杂文记录, content=java NP!!!!append}
{creator=creator6, createTime=2020-08-19T14:07:27.946Z, type=java, title=java记录, content=这里是java记录}

 

9.Reindex API

 　　A ReindexRequest can be used to copy documents from one or more indexes into a destination index.

    private static void reIndex() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        ReindexRequest request = new ReindexRequest();
        request.setSourceIndices(defaultIndex);
        request.setDestIndex("news2");
        request.setDestOpType("create");
        request.setConflicts("proceed");

        BulkByScrollResponse bulkResponse = client.reindex(request, RequestOptions.DEFAULT);
        TimeValue timeTaken = bulkResponse.getTook();
        boolean timedOut = bulkResponse.isTimedOut();
        long totalDocs = bulkResponse.getTotal();
        long updatedDocs = bulkResponse.getUpdated();
        long createdDocs = bulkResponse.getCreated();
        long deletedDocs = bulkResponse.getDeleted();
        long batches = bulkResponse.getBatches();
        long noops = bulkResponse.getNoops();
        long versionConflicts = bulkResponse.getVersionConflicts();
        long bulkRetries = bulkResponse.getBulkRetries();
        long searchRetries = bulkResponse.getSearchRetries();
        TimeValue throttledMillis = bulkResponse.getStatus().getThrottled();
        TimeValue throttledUntilMillis = bulkResponse.getStatus().getThrottledUntil();
        List<ScrollableHitSource.SearchFailure> searchFailures = bulkResponse.getSearchFailures();
        List<BulkItemResponse.Failure> bulkFailures = bulkResponse.getBulkFailures();
        System.out.println(totalDocs);
        System.out.println(createdDocs);

        // on shutdown
        client.close();
    }

结果：

11
11

10. UpdateByQuery

    private static void reIndex() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        UpdateByQueryRequest request = new UpdateByQueryRequest(defaultIndex);
        // request.setQuery(new TermQueryBuilder("creator", "creator0"));
        request.setScript(new Script(ScriptType.INLINE, "painless",
                "if (ctx._source.creator == 'creator0') {ctx._source.content='修改后的XXXXXXXX';}",
                Collections.emptyMap()));

        // on shutdown
        client.close();
    }

 

11. DeleteByQuery

    private static void deleteByQuery() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        DeleteByQueryRequest request = new DeleteByQueryRequest(defaultIndex);
        request.setQuery(new TermQueryBuilder("creator", "creator2"));

        BulkByScrollResponse bulkResponse = client.deleteByQuery(request, RequestOptions.DEFAULT);

        // on shutdown
        client.close();
    }

 

 3.Search APIs

1. 查询

1. 查所有：

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchSourceBuilder.query(QueryBuilders.matchAllQuery());
        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        SearchHit[] searchHits = hits.getHits();
        for (SearchHit hit : searchHits) {
            // do something with the SearchHit
            String sourceAsString = hit.getSourceAsString();
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            System.out.println(sourceAsMap);
        }

        // on shutdown
        client.close();
    }

结果：

numHits 9
maxScore 1.0
{creator=creator5, createTime=2020-08-19T14:07:27.745Z, type=杂文, title=杂文记录, content=这里是杂文记录}
{creator=creator8, createTime=2020-08-19T14:07:28.346Z, type=js, title=js记录, content=这里是js记录}
{creator=creator4, createTime=2020-08-19T14:07:27.459Z, type=es, title=js记录, content=这里是js记录}
{creator=creator0, createTime=2020-08-19T14:07:21.696Z, type=杂文, title=杂文记录, content=修改后的XXXXXXXX}
{creator=creator1, createTime=2020-08-19T14:07:25.469Z, type=java, title=java记录, content=这里是java记录}
{creator=creator3, createTime=2020-08-19T14:07:27.034Z, type=js, title=js记录, content=这里是js记录}
{creator=creator6, createTime=2020-08-19T14:07:27.946Z, type=java, title=java记录, content=这里是java记录}
{creator=creator7, createTime=2020-08-19T14:07:28.113Z, type=vue, title=vue记录, content=这里是vue记录}
{creator=creator0, field=nullappend, createTime=2020-08-19T14:32:37.804Z, type=杂文, title=杂文记录, content=修改后的XXXXXXXX}

2.  组合条件以及分页查询、高亮显示

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        // 查询所有
        // searchSourceBuilder.query(QueryBuilders.matchAllQuery());
        // 查询type是杂文
        searchSourceBuilder.query(QueryBuilders.termQuery("content", "后"));
        // 类似于分页参数
        searchSourceBuilder.from(0);
        searchSourceBuilder.size(2);
        // 排序
        searchSourceBuilder.sort(new ScoreSortBuilder().order(SortOrder.DESC)); // 分数排序
        searchSourceBuilder.sort(new FieldSortBuilder("createTime").order(SortOrder.ASC));// 时间升序
        // 过滤指定的列。可以指定只搜索的列，也可以指定排除的列，也可以同时指定，同时指定include优先级高
        searchSourceBuilder.fetchSource(true);
        String[] includeFields = new String[] { "createTime", "innerObject.*" };
        String[] excludeFields = new String[] { "title" };
        searchSourceBuilder.fetchSource(null, excludeFields);
        // 高亮
        HighlightBuilder highlightBuilder = new HighlightBuilder();
        HighlightBuilder.Field highlightTitle = new HighlightBuilder.Field("content");
        highlightBuilder.field(highlightTitle);
        searchSourceBuilder.highlighter(highlightBuilder);

        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        SearchHit[] searchHits = hits.getHits();
        for (SearchHit hit : searchHits) {
            // do something with the SearchHit
            Map<String, HighlightField> highlightFields = hit.getHighlightFields();
            System.out.println(highlightFields);
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            System.out.println(sourceAsMap);
        }

        // on shutdown
        client.close();
    }

结果：

numHits 2
maxScore NaN
{content=[content], fragments[[修改<em>后</em>的XXXXXXXX]]}
{creator=creator0, field=nullappend, createTime=2020-08-19T14:32:37.804Z, type=杂文, content=修改后的XXXXXXXX}
{content=[content], fragments[[修改<em>后</em>的XXXXXXXX]]}
{creator=creator0, createTime=2020-08-19T14:07:21.696Z, type=杂文, content=修改后的XXXXXXXX}

3.  使用QueryBuilder DSL语法构建查询

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        // 可以结合Query DSL
        BoolQueryBuilder filter = QueryBuilders.boolQuery().must(QueryBuilders.termQuery("content", "后"))
                .mustNot(QueryBuilders.termQuery("field", "nullappend"));
        searchSourceBuilder.query(filter);
        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        SearchHit[] searchHits = hits.getHits();
        for (SearchHit hit : searchHits) {
            // do something with the SearchHit
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            System.out.println(sourceAsMap);
        }

        // on shutdown
        client.close();
    }

结果：

numHits 1

maxScore 0.8898244

{creator=creator0, createTime=2020-08-19T14:07:21.696Z, type=杂文, title=杂文记录, content=修改后的XXXXXXXX}

 

补充：一些常用的其他DSL查询语法

(1) 查询所有

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
        boolQueryBuilder.must(QueryBuilders.matchAllQuery());
        searchSourceBuilder.query(boolQueryBuilder);
        searchRequest.source(searchSourceBuilder);

 

结果：

numHits 9
maxScore 1.0
{creator=creator1, createTime=2020-08-27T02:52:24.491Z, type=java, title=java记录, content=这里是java记录}
{creator=creator2, createTime=2020-08-27T02:52:31.677Z, type=vue, title=vue记录, content=这里是vue记录}
{creator=creator3, createTime=2020-08-27T02:52:31.915Z, type=js, title=js记录, content=这里是js记录}
{creator=creator4, createTime=2020-08-27T02:52:32.067Z, type=es, title=js记录, content=这里是js记录}
{creator=creator7, createTime=2020-08-27T02:52:33.733Z, type=vue, title=vue记录, content=这里是vue记录}
{creator=creator6, createTime=2020-08-27T02:52:32.395Z, type=java, title=java记录, content=这里是java记录}
{creator=creator0, createTime=2020-08-27T02:52:14.353Z, type=杂文, title=杂文记录, content=这里是杂文记录}
{creator=creator5, createTime=2020-08-27T02:52:32.202Z, type=杂文, title=杂文记录, content=这里是杂文记录}
{creator=creator8, createTime=2020-08-27T02:52:34.030Z, type=js, title=js记录, content=JS是真的强}

 

(2) 查询类型是java或者vue的-下面用的termQuery，当然可以用termsQuery

1) 不修改权重

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
        boolQueryBuilder.should(QueryBuilders.termQuery("type", "java"));
        boolQueryBuilder.should(QueryBuilders.termQuery("type", "vue"));
        searchSourceBuilder.query(boolQueryBuilder);
        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        SearchHit[] searchHits = hits.getHits();
        for (SearchHit hit : searchHits) {
            // do something with the SearchHit
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            System.out.println(hit.getScore() + "\t" + sourceAsMap);
        }

        // on shutdown
        client.close();
    }

 

 

结果：

numHits 4
maxScore 1.3862942
1.3862942    {creator=creator1, createTime=2020-08-27T02:52:24.491Z, type=java, title=java记录, content=这里是java记录}
0.87546873    {creator=creator2, createTime=2020-08-27T02:52:31.677Z, type=vue, title=vue记录, content=这里是vue记录}
0.87546873    {creator=creator7, createTime=2020-08-27T02:52:33.733Z, type=vue, title=vue记录, content=这里是vue记录}
0.2876821    {creator=creator6, createTime=2020-08-27T02:52:32.395Z, type=java, title=java记录, content=这里是java记录}

 

 

2)修改java的权重，优先排列

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
        boolQueryBuilder.should(QueryBuilders.termQuery("type", "java").boost(20F));
        boolQueryBuilder.should(QueryBuilders.termQuery("type", "vue"));
        searchSourceBuilder.query(boolQueryBuilder);
        searchRequest.source(searchSourceBuilder);

 

 

结果：

numHits 4
maxScore 41.58883
41.58883 {creator=creator1, createTime=2020-08-27T02:52:24.491Z, type=java, title=java记录, content=这里是java记录}
8.630463 {creator=creator6, createTime=2020-08-27T02:52:32.395Z, type=java, title=java记录, content=这里是java记录}
0.87546873 {creator=creator2, createTime=2020-08-27T02:52:31.677Z, type=vue, title=vue记录, content=这里是vue记录}
0.87546873 {creator=creator7, createTime=2020-08-27T02:52:33.733Z, type=vue, title=vue记录, content=这里是vue记录}

 

 

4. 聚合查询 

首先修改数据都增加一个amount字段：

    private static void searchUpdate() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchSourceBuilder.query(QueryBuilders.matchAllQuery());
        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        // 修改数据
        SearchHit[] searchHits = hits.getHits();
        int num = 0;
        for (SearchHit hit : searchHits) {
            num++;
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            sourceAsMap.put("amount", num);
            String id = hit.getId();
            UpdateRequest request = new UpdateRequest(defaultIndex, id).doc(sourceAsMap);
            client.update(request, RequestOptions.DEFAULT);
        }

        // on shutdown
        client.close();
    }

(1) 度量聚合==统计某个数值字段的信息，数值计量聚合操作是能够产生具体的数值的一种计量聚合操作。例如查询总数：其他查询max、min、avg类似

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchRequest.source(searchSourceBuilder);
        // 聚合 ( text类型不能用于索引或排序d)
        // total 相当于是起的别名
        SumAggregationBuilder aggregation = AggregationBuilders.sum("total").field("amount");
        searchSourceBuilder.aggregation(aggregation);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        Sum agg = searchResponse.getAggregations().get("total");
        double value = agg.getValue();
        System.out.println(value);

        // on shutdown
        client.close();
    }

结果:

45.0

 

也可以用stats直接查询所有

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchRequest.source(searchSourceBuilder);
        // 聚合 ( text类型不能用于索引或排序d)
        // stats 相当于是起的别名
        StatsAggregationBuilder aggregation = AggregationBuilders.stats("stats").field("amount");
        searchSourceBuilder.aggregation(aggregation);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        Stats agg = searchResponse.getAggregations().get("stats");
        double min = agg.getMin();
        double max = agg.getMax();
        double avg = agg.getAvg();
        double sum = agg.getSum();
        long count = agg.getCount();
        System.out.println(min);
        System.out.println(max);
        System.out.println(avg);
        System.out.println(sum);
        System.out.println(count);

        // on shutdown
        client.close();
    }

结果：

1.0
9.0
5.0
45.0
9

(2)  桶分聚合=与度量聚合相比，Bucket聚合可以保存子聚合，这些子聚合将针对由其“父”bucket聚合创建的bucket进行聚合。

1） 词元聚合

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchRequest.source(searchSourceBuilder);
        // 聚合 ( text类型不能用于索引或排序，如果是text可以用 filed.keyword转换)。按统计的数量升序排序
        TermsAggregationBuilder field = AggregationBuilders.terms("types").field("type").order(BucketOrder.count(true));
        searchSourceBuilder.aggregation(field);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        Terms genders = searchResponse.getAggregations().get("types");
        // For each entry
        for (Terms.Bucket entry : genders.getBuckets()) {
            Object key = entry.getKey(); // Term
            long docCount = entry.getDocCount(); // Doc count
            System.out.println(key);
            System.out.println(docCount);
        }

        // on shutdown
        client.close();
    }

结果：

es
1
vue
1
java
2
js
2
杂文
3

 

2） 词元聚合+子聚合实现求总数、均值

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        SearchRequest searchRequest = new SearchRequest(defaultIndex);
        // SearchRequest searchRequest = new SearchRequest(defaultIndex);

        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchRequest.source(searchSourceBuilder);
        // 聚合 ( text类型不能用于索引或排序，如果是text可以用 filed.keyword转换)。按统计的数量升序排序
        TermsAggregationBuilder field = AggregationBuilders.terms("types").field("type").order(BucketOrder.count(true));
        field.subAggregation(AggregationBuilders.avg("avg_amount").field("amount"));
        searchSourceBuilder.aggregation(field);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        Terms types_agg = searchResponse.getAggregations().get("types");
        // For each entry
        List<? extends Bucket> buckets = types_agg.getBuckets();
        for (Terms.Bucket entry : buckets) {
            Object key = entry.getKey(); // Term
            long docCount = entry.getDocCount(); // Doc count
            System.out.println(key + "\t" + docCount);

            Avg average = entry.getAggregations().get("avg_amount");
            System.out.println("均值： \t" + average.getValue());
        }

        // on shutdown
        client.close();
    }

结果：

es 1
均值： 3.0
vue 1
均值： 8.0
java 2
均值： 6.0
js 2
均值： 4.0
杂文 3
均值： 4.666666666666667

 2. MultiSearch

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        // 创建SearchRequest，可以指定Index，也可以不指定。不指定查询所有
        MultiSearchRequest request = new MultiSearchRequest();
        SearchRequest firstSearchRequest = new SearchRequest(defaultIndex);
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        searchSourceBuilder.query(QueryBuilders.matchQuery("type", "java"));
        firstSearchRequest.source(searchSourceBuilder);
        request.add(firstSearchRequest);

        SearchRequest secondSearchRequest = new SearchRequest(defaultIndex);
        searchSourceBuilder = new SearchSourceBuilder();
        searchSourceBuilder.query(QueryBuilders.matchQuery("type", "vue"));
        secondSearchRequest.source(searchSourceBuilder);
        request.add(secondSearchRequest);

        MultiSearchResponse response = client.msearch(request, RequestOptions.DEFAULT);
        Item[] responses = response.getResponses();
        for (Item responseTmp : responses) {
            System.out.println("===============");
            SearchResponse searchResponse = responseTmp.getResponse();
            doPrint(searchResponse);
        }

        // on shutdown
        client.close();
    }

    private static void doPrint(SearchResponse searchResponse) {
        SearchHits hits = searchResponse.getHits();
        TotalHits totalHits = hits.getTotalHits();
        // the total number of hits, must be interpreted in the context of
        // totalHits.relation
        long numHits = totalHits.value;
        System.out.println("numHits " + numHits);
        // whether the number of hits is accurate (EQUAL_TO) or a lower bound of
        // the total (GREATER_THAN_OR_EQUAL_TO)
        TotalHits.Relation relation = totalHits.relation;
        float maxScore = hits.getMaxScore();
        System.out.println("maxScore " + maxScore);

        SearchHit[] searchHits = hits.getHits();
        for (SearchHit hit : searchHits) {
            // do something with the SearchHit
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();
            System.out.println(sourceAsMap);
        }
    }

结果：

===============
numHits 2
maxScore 0.87546873
{creator=creator6, amount=7, createTime=2020-08-19T14:07:27.946Z, type=java, title=java记录, content=这里是java记录}
{creator=creator1, amount=5, createTime=2020-08-19T14:07:25.469Z, type=java, title=java记录, content=这里是java记录}
===============
numHits 1
maxScore 1.3862942
{creator=creator7, amount=8, createTime=2020-08-19T14:07:28.113Z, type=vue, title=vue记录, content=这里是vue记录}

 

3.Count 查询数量

    private static void search() throws IOException {
        String defaultIndex = "news";
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http"), new HttpHost("localhost", 19200, "http")));

        CountRequest countRequest = new CountRequest();
        countRequest.indices(defaultIndex);
        // 创建查询条件
        SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
        sourceBuilder.query(QueryBuilders.termQuery("type", "java"));
        countRequest.source(sourceBuilder);

        CountResponse countResponse = client.count(countRequest, RequestOptions.DEFAULT);
        long count = countResponse.getCount();
        System.out.println("count " + count);
        RestStatus status = countResponse.status();
        System.out.println("status " + status);
        Boolean terminatedEarly = countResponse.isTerminatedEarly();
        System.out.println("terminatedEarly " + terminatedEarly);
        int totalShards = countResponse.getTotalShards();
        System.out.println("totalShards " + totalShards);
        int skippedShards = countResponse.getSkippedShards();
        System.out.println("skippedShards " + skippedShards);
        int successfulShards = countResponse.getSuccessfulShards();
        System.out.println("successfulShards " + successfulShards);
        int failedShards = countResponse.getFailedShards();
        System.out.println("failedShards " + failedShards);
        if (countResponse.getShardFailures() != null) {
            for (ShardSearchFailure failure : countResponse.getShardFailures()) {
                // failures should be handled here
            }
        }

        // on shutdown
        client.close();
    }

结果:

count 2
status OK
terminatedEarly null
totalShards 3
skippedShards 0
successfulShards 3
failedShards 0

 

补充：AnalyzerAPI可以用于分析分词效果，用不同的分词器进行分词，例如：

    private static void anylyze() throws IOException {
        // on startup
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost", 9200, "http")));

        AnalyzeRequest request = AnalyzeRequest.withGlobalAnalyzer("standard", "我是一个程序员", "I am cxy!");
        request.explain(true);

        AnalyzeResponse response = client.indices().analyze(request, RequestOptions.DEFAULT);
        DetailAnalyzeResponse detail = response.detail();
        AnalyzeTokenList analyzer = detail.analyzer();
        String name = analyzer.getName();
        System.out.println(name);
        System.out.println("==============");

        AnalyzeToken[] tokens1 = analyzer.getTokens();
        for (AnalyzeToken t : tokens1) {
            System.out.println(t.getTerm() + "\t" + t.getStartOffset() + "\t" + t.getEndOffset() + "\t" + t.getType());
        }

        // on shutdown
        client.close();
    }

结果：

standard
==============
我 0 1 <IDEOGRAPHIC>
是 1 2 <IDEOGRAPHIC>
一 2 3 <IDEOGRAPHIC>
个 3 4 <IDEOGRAPHIC>
程 4 5 <IDEOGRAPHIC>
序 5 6 <IDEOGRAPHIC>
员 6 7 <IDEOGRAPHIC>
i 8 9 <ALPHANUM>
am 10 12 <ALPHANUM>
cxy 13 16 <ALPHANUM>

 

用ik_smart分词分析效果如下：

org.wltea.analyzer.lucene.IKAnalyzer
==============
我 0 1 CN_CHAR
是 1 2 CN_CHAR
一个 2 4 CN_WORD
程序员 4 7 CN_WORD
i 8 9 ENGLISH
am 10 12 ENGLISH
cxy 13 16 ENGLISH

 

补充：ES的text字段不能聚合，需要用keyword字段进行聚合