摘要:Elasticsearch,Java
除了HTTP這種跨語言的訪問方式之外,es支持Java,Python等多種語言的API,整理Java客戶的操作es的相關(guān)代碼
- 寫入操作:單文檔寫入,批量寫入,單文檔更新,批量更新,有則插入無則更新,條件更新插入
- 讀取操作:term過濾,range過濾,分頁查詢,游標(biāo)查詢,返回指定字段
- 刪除操作:刪除單條文檔,條件刪除
- 工具類代碼: 單例模式
依賴準(zhǔn)備
官方推薦使用高級客戶端RestHighLevelClient,屏蔽底層專注于所有業(yè)務(wù)邏輯,依賴如下,本例采用6.7.2的es
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>elasticsearch-rest-high-level-client</artifactId>
<version>6.7.2</version>
</dependency>
<dependency>
<groupId>org.elasticsearch</groupId>
<artifactId>elasticsearch</artifactId>
<version>6.7.2</version>
</dependency>
Java客戶端連接和快速開始
先看kibana中一條文檔
{
"_index" : "hotel",
"_type" : "_doc",
"_id" : "001",
"_score" : 1.0,
"_source" : {
"name" : "a賓館",
"city" : "上海",
"price" : 3.13
}
Java客戶端連接查詢該文檔測試代碼如下
import org.apache.http.HttpHost;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import java.io.IOException;
import java.util.Map;
public class ElasticsearchTest {
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
sourceBuilder.query(QueryBuilders.matchQuery("city", "上海"));
searchRequest.source(sourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
RestStatus restStatus = searchResponse.status();
System.out.println(restStatus);
if (restStatus == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
for (SearchHit searchHit: searchHits) {
System.out.println("id:" + searchHit.getId());
System.out.println("index:" + searchHit.getIndex());
System.out.println("score:" + searchHit.getScore());
Map<String, Object> map = searchHit.getSourceAsMap();
System.out.println("name:" + (String) map.get("name"));
System.out.println("city:" + (String) map.get("city"));
System.out.println("price:" + (Double) map.get("price"));
}
}
restHighLevelClient.close();
}
}
idea的終端輸出如下
OK
id:001
index:hotel
score:0.2876821
name:a賓館
city:上海
price:3.13
連接部分使用RestHighLevelClient,RestClient,HttpHost實現(xiàn),通HTTP請求連接得到es客戶端,再以此構(gòu)建高階客戶端。搜索部分構(gòu)建一個SearchRequest對象,其中SearchSourceBuilder關(guān)鍵搜索語句DSL,然后restHighLevelClient執(zhí)行search操作得到返回SearchResponse,返回對象調(diào)用getHits得到SearchHits,遍歷SearchHits即可拿到對應(yīng)的文檔的字段數(shù)據(jù),嘴周關(guān)閉客戶端連接
寫入操作
(1)根據(jù)_id單條文檔寫入
單挑文檔寫入需要創(chuàng)建IndexRequest對象,設(shè)置索引名稱,類型名稱,id名稱,以及使用source傳入文檔字段的Map對象,在執(zhí)行寫入時使用客戶端的index方法把IndexRequest傳入即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
Map<String, Object> map = new HashMap<String, Object>() {{
put("name", "b賓館");
put("city", "揚州");
put("price", 5.12);
}};
IndexRequest indexRequest = new IndexRequest("hotel").type("_doc").id("002").source(map);
IndexResponse indexResponse = restHighLevelClient.index(indexRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(2)批量寫入文檔
批量寫入需要創(chuàng)建BulkRequest,多條數(shù)據(jù)每條創(chuàng)建一個IndexRequest對象設(shè)置index,type,id和數(shù)據(jù)Map,將這些IndexRequest對象條件到BulkRequest中,調(diào)用客戶端的bulk方法執(zhí)行即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
List<Map<String, Object>> list = new ArrayList<>();
list.add(new HashMap<String, Object>() {{
put("id", "003");
put("name", "c賓館");
put("city", "綿竹");
put("price", 7.54);
}});
list.add(new HashMap<String, Object>() {{
put("id", "004");
put("name", "d賓館");
put("city", "石家莊");
put("price", 17.34);
}});
list.add(new HashMap<String, Object>() {{
put("id", "005");
put("name", "e賓館");
put("city", "梧州");
put("price", 21.92);
}});
BulkRequest bulkRequest = new BulkRequest();
list.forEach(s -> bulkRequest.add(new IndexRequest().index("hotel").type("_doc").id(s.get("id").toString()).source(s)));
bulkRequest.timeout(TimeValue.timeValueSeconds(5));
BulkResponse bulkResponse = restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(3)更新單條文檔
更新單條文檔需要創(chuàng)建UpdateRequest對象,設(shè)置index,type,id和文檔字段數(shù)據(jù),調(diào)用客戶端的update方法執(zhí)行即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
UpdateRequest updateRequest = new UpdateRequest("hotel", "_doc", "001")
.doc(new HashMap<String, Object>() {{
put("name", "h賓館");
put("price", 0.0);
}});
UpdateResponse updateResponse = restHighLevelClient.update(updateRequest, RequestOptions.DEFAULT);
System.out.println(RequestOptions.DEFAULT);
restHighLevelClient.close();
}
對于有則更新無則插入的情況,UpdateRequest在設(shè)置doc之后再設(shè)置以下upsert即可,其他一樣
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
UpdateRequest updateRequest = new UpdateRequest("hotel", "_doc", "008");
updateRequest.doc(new HashMap<String, Object>() {{
put("name", "k賓館");
put("price", 3.0);
}});
updateRequest.upsert(new HashMap<String, Object>() {{
put("name", "k賓館");
put("price", 3.0);
}});
UpdateResponse updateResponse = restHighLevelClient.update(updateRequest, RequestOptions.DEFAULT);
System.out.println(RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(4)批量更新文檔
創(chuàng)建BulkRequest對象,填裝UpdateRequest,調(diào)用客戶端的bulk即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
BulkRequest bulkRequest = new BulkRequest();
List<Map<String, Object>> list = new ArrayList<>();
list.add(new HashMap<String, Object>() {{
put("id", "003");
put("name", "o賓館");
put("city", "綿竹");
put("price", 7.54);
}});
list.add(new HashMap<String, Object>() {{
put("id", "004");
put("name", "oo賓館");
put("city", "石家莊");
put("price", 17.34);
}});
list.add(new HashMap<String, Object>() {{
put("id", "011");
put("name", "e賓館");
put("city", "梧州");
put("price", 21.92);
}});
list.forEach(s -> bulkRequest.add(new UpdateRequest("hotel", "_doc", s.get("id").toString())
.doc(s).upsert(s)));
BulkResponse bulkResponse = restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(5)根據(jù)條件批量更新文檔
創(chuàng)建UpdateByQueryRequest對象,分別設(shè)置setQuery和setScript,分別代表條件和更新語句,最后客戶端調(diào)用updateByQuery更新
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
UpdateByQueryRequest updateByQueryRequest = new UpdateByQueryRequest("hotel");
updateByQueryRequest.setQuery(new TermQueryBuilder("city", "蘇州"));
updateByQueryRequest.setScript(new Script("ctx._source['city']='杭州'"));
restHighLevelClient.updateByQuery(updateByQueryRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
搜索操作
(1)term精確搜索
根據(jù)QueryBuilders.termQuery("_id", "001")來找到指定id的文檔
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.termQuery("_id", "001"));
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
System.out.println(searchHits.getAt(0).getSourceAsMap().get("city"));
}
restHighLevelClient.close();
}
(2)range范圍搜索
通過QueryBuilders.rangeQuery("price").gte(10.0).lte(100.0)來設(shè)置range查詢的DSL
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.rangeQuery("price").gte(10.0).lte(100.0));
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
for (SearchHit searchHit: searchHits) {
System.out.println(searchHit.getSourceAsMap());
}
}
restHighLevelClient.close();
}
輸出結(jié)果如下
{city=梧州, price=21.92, name=e賓館, id=005}
{city=石家莊, price=17.34, name=oo賓館, id=004}
{city=梧州, price=21.92, name=e賓館, id=011}
(3)分頁查詢
在searchSourceBuilder中設(shè)置from,size參數(shù)即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().from(1).size(1).query(QueryBuilders.rangeQuery("price").gte(10.0).lte(100.0));
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
for (SearchHit searchHit: searchHits) {
System.out.println(searchHit.getSourceAsMap());
}
}
restHighLevelClient.close();
}
查看運行結(jié)果,相比于不加from,size,輸出了從索引第1個開始后總計1個的結(jié)果,就是第二條
{city=石家莊, price=17.34, name=oo賓館, id=004}
(4)游標(biāo)查詢
這種常用于根據(jù)篩選條件之后抽取全部數(shù)據(jù)的場景,scroll API 可以被用來檢索大量的結(jié)果, 甚至所有的結(jié)果 ,注意es的游標(biāo)查詢的是當(dāng)下時刻的數(shù)據(jù)快照,即在游標(biāo)查詢之后的數(shù)據(jù)的變動不會影響游標(biāo)查詢的結(jié)果,默認游標(biāo)查詢根據(jù)_doc字段進行排序,示例代碼如下
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.rangeQuery("price").gte(5.0).lte(100.0));
searchSourceBuilder.size(2);
searchRequest.source(searchSourceBuilder);
Scroll scroll = new Scroll(timeValueMillis(1L));
searchRequest.scroll(scroll);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
String scrollId = searchResponse.getScrollId();
SearchHit[] hits = searchResponse.getHits().getHits();
List<SearchHit> resultSearchHit = new ArrayList<>();
while (hits != null && hits.length > 0) {
System.out.println(hits.length);
System.out.println(scrollId);
resultSearchHit.addAll(Arrays.asList(hits));
SearchScrollRequest searchScrollRequest = new SearchScrollRequest(scrollId);
searchScrollRequest.scroll(scroll);
SearchResponse searchScrollResponse = restHighLevelClient.scroll(searchScrollRequest, RequestOptions.DEFAULT);
scrollId = searchScrollResponse.getScrollId();
hits = searchScrollResponse.getHits().getHits();
}
ClearScrollRequest clearScrollRequest = new ClearScrollRequest();
clearScrollRequest.addScrollId(scrollId);
restHighLevelClient.clearScroll(clearScrollRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
// System.out.println(resultSearchHit);
}
在搜索條件之后使用searchSourceBuilder.size(2)設(shè)置了每次游標(biāo)只抽取2條數(shù)據(jù),設(shè)置每次游標(biāo)的超時時間是1毫秒timeValueMillis,可以適當(dāng)調(diào)高超時時間防止由于超時還沒查完導(dǎo)致游標(biāo)提前結(jié)束。在執(zhí)行游標(biāo)的時候,第一次使用了客戶端的search方法,從第二次開始使用scroll方法,每開始下一次游標(biāo)的時候都通過查看本次游標(biāo)的結(jié)果是否為空searchResponse.getHits().getHits()來判斷是否還要繼續(xù),把每次游標(biāo)的返回結(jié)果收集起來拿到全部數(shù)據(jù)。代碼最后是釋放游標(biāo)資源,觀察以下打印的結(jié)果
2
DnF1ZXJ5VGhlbkZldGNoBQAAAAAAACkkFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApIRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVBAAAAAAAAKSIWX001eFZqdFNRZE9fM2ZUbUF5S2FlQQAAAAAAACkjFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApJRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVB
2
DnF1ZXJ5VGhlbkZldGNoBQAAAAAAACkkFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApIRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVBAAAAAAAAKSIWX001eFZqdFNRZE9fM2ZUbUF5S2FlQQAAAAAAACkjFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApJRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVB
1
DnF1ZXJ5VGhlbkZldGNoBQAAAAAAACkkFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApIRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVBAAAAAAAAKSIWX001eFZqdFNRZE9fM2ZUbUF5S2FlQQAAAAAAACkjFl9NNXhWanRTUWRPXzNmVG1BeUthZUEAAAAAAAApJRZfTTV4Vmp0U1FkT18zZlRtQXlLYWVB
看到一共查詢了3輪,每輪2條數(shù)據(jù),最后一輪1條,一共5條符合篩選條件的數(shù)據(jù),scrollId在每次執(zhí)行游標(biāo)之后返回的都是相同的,es返回的下一個游標(biāo)id可能是一樣的也可能不一樣,雖然是一樣的但是每次游標(biāo)取到的數(shù)據(jù)是不一樣的
(5)返回指定字段
設(shè)置fetchSource參數(shù),傳入兩個數(shù)組,前一個是包含的字段,后一個是排除的字段
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder()
.query(QueryBuilders.termQuery("_id", "001"))
.fetchSource(new String[] {"city"}, new String[]{});
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
System.out.println(searchHits.getAt(0));
}
restHighLevelClient.close();
}
(6)排序
排序在SearchSourceBuilder對象后構(gòu)建sort參數(shù),通過SortOrder.DESC倒序列和SortOrder.ASC升序
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
SearchRequest searchRequest = new SearchRequest("hotel");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().sort("price", SortOrder.DESC);
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
SearchHits searchHits = searchResponse.getHits();
for (SearchHit searchHit : searchHits) {
System.out.println(searchHit);
}
}
restHighLevelClient.close();
}
刪除操作
(1)刪除單條文檔
刪除單條文檔使用DeleteRequest對象,傳入index,type,doc_id,客戶端調(diào)用delete方法即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
DeleteRequest deleteByQueryRequest = new DeleteRequest("hotel", "_doc", "005");
restHighLevelClient.delete(deleteByQueryRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(2)批量刪除文檔
批量刪除使用BulkRequest對象,將DeleteRequest傳入BulkRequest中,最后調(diào)用客戶端的bulk提交即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
BulkRequest bulkRequest = new BulkRequest();
bulkRequest.add(new DeleteRequest("hotel", "_doc", "004"));
bulkRequest.add(new DeleteRequest("hotel", "_doc", "003"));
restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
(3)根據(jù)條件刪除文檔
使用deleteByQueryRequest對象,設(shè)置setQuery參數(shù)為條件,客戶端調(diào)用deleteByQuery即可
public static void main(String[] args) throws IOException {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
RestHighLevelClient restHighLevelClient = new RestHighLevelClient(RestClient.builder(httpHosts));
DeleteByQueryRequest deleteByQueryRequest = new DeleteByQueryRequest("hotel");
deleteByQueryRequest.setQuery(new BoolQueryBuilder().mustNot(new TermQueryBuilder("city", "梧州")));
restHighLevelClient.deleteByQuery(deleteByQueryRequest, RequestOptions.DEFAULT);
restHighLevelClient.close();
}
代碼示例
構(gòu)建單例模式創(chuàng)建一個es工具類
import org.apache.http.HttpHost;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
public class ESUtils {
private RestHighLevelClient client;
private String index;
private static ESUtils instance;
public ESUtils() {
HttpHost[] httpHosts = {new HttpHost("127.0.0.1", 9200, HttpHost.DEFAULT_SCHEME_NAME)};
client = new RestHighLevelClient(RestClient.builder(httpHosts));
index = "hotel";
}
public static ESUtils getInstance() {
if (instance == null) {
synchronized (ESUtils.class) {
if (instance == null) {
instance = new ESUtils();
}
}
}
return instance;
}
/**
* 根據(jù)id獲取文檔
* @param id
* @return
*/
public Map<String, Object> getDocByID(String id) {
Map<String, Object> map = new HashMap<>();
SearchRequest searchRequest = new SearchRequest(index);
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.termQuery("_id", id));
searchRequest.source(searchSourceBuilder);
try {
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
map = searchResponse.getHits().getAt(0).getSourceAsMap();
}
} catch (Exception e) {
e.printStackTrace();
}
return map;
}
/**
* 批量upsert
* @param data
*/
public void bulkUpsert(List<Map<String, Object>> data) {
BulkRequest bulkRequest = new BulkRequest();
for (Map<String, Object> map : data) {
String id = map.get("id").toString();
map.remove("id");
bulkRequest.add(new UpdateRequest(index, "_doc", id).doc(map).upsert(map));
}
try {
BulkResponse bulkResponse = client.bulk(bulkRequest, RequestOptions.DEFAULT);
if (bulkResponse.hasFailures()) {
System.out.println("bulk失敗:" + bulkResponse.buildFailureMessage());
}
} catch (Exception e) {
e.printStackTrace();
}
}
/**
* terms和range查詢返回指定字段
* @return
*/
public List<String> getQuery() {
List<String> list = new ArrayList<>();
SearchRequest searchRequest = new SearchRequest(index);
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder()
.query(QueryBuilders.termsQuery("jingjiang", "hangzhou", "zhangzhou"))
.query(QueryBuilders.rangeQuery("price").gte(3.12).lte(3.13))
.fetchSource(new String[] {"name"}, new String[] {});
searchRequest.source(searchSourceBuilder);
try {
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
if (searchResponse.status() == RestStatus.OK) {
searchResponse.getHits().forEach(s -> list.add(s.getSourceAsMap().get("name").toString()));
}
} catch (Exception e) {
e.printStackTrace();
}
return list;
}
public void close() {
if (client != null) {
try {
client.close();
} catch (Exception e) {
e.printStackTrace();
}
}
}
public static void main(String[] args) {
Map<String, Object> map = ESUtils.getInstance().getDocByID("011");
System.out.println(map);
List<Map<String, Object>> list = new ArrayList<>();
list.add(new HashMap<String, Object>() {{
put("id", "001");
put("degree", "low");
}});
list.add(new HashMap<String, Object>() {{
put("id", "002");
put("degree", "median");
}});
list.add(new HashMap<String, Object>() {{
put("id", "003");
put("degree", "high");
}});
List<String> list1 = ESUtils.getInstance().getQuery();
System.out.println(list1);
ESUtils.getInstance().bulkUpsert(list);
ESUtils.getInstance().close();
}
}