1 import com.alibaba.fastjson.JSON;
2 import lombok.extern.slf4j.Slf4j;
3 import org.apache.commons.collections4.CollectionUtils;
4 import org.apache.commons.collections4.MapUtils;
5 import org.apache.commons.lang.ArrayUtils;
6 import org.apache.commons.lang.StringUtils;
7 import org.apache.poi.ss.formula.functions.T;
8 import org.elasticsearch.action.bulk.BulkRequest;
9 import org.elasticsearch.action.bulk.BulkResponse;
10 import org.elasticsearch.action.get.GetRequest;
11 import org.elasticsearch.action.get.GetResponse;
12 import org.elasticsearch.action.index.IndexRequest;
13 import org.elasticsearch.action.search.SearchRequest;
14 import org.elasticsearch.action.search.SearchResponse;
15 import org.elasticsearch.action.search.SearchScrollRequest;
16 import org.elasticsearch.action.update.UpdateRequest;
17 import org.elasticsearch.action.update.UpdateResponse;
18 import org.elasticsearch.client.RequestOptions;
19 import org.elasticsearch.client.RestHighLevelClient;
20 import org.elasticsearch.client.indices.GetIndexRequest;
21 import org.elasticsearch.common.unit.TimeValue;
22 import org.elasticsearch.common.xcontent.XContentType;
23 import org.elasticsearch.index.query.BoolQueryBuilder;
24 import org.elasticsearch.index.query.QueryBuilders;
25 import org.elasticsearch.search.Scroll;
26 import org.elasticsearch.search.SearchHit;
27 import org.elasticsearch.search.aggregations.Aggregation;
28 import org.elasticsearch.search.aggregations.AggregationBuilder;
29 import org.elasticsearch.search.aggregations.AggregationBuilders;
30 import org.elasticsearch.search.aggregations.BucketOrder;
31 import org.elasticsearch.search.aggregations.bucket.histogram.Histogram;
32 import org.elasticsearch.search.aggregations.bucket.terms.ParsedStringTerms;
33 import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder;
34 import org.elasticsearch.search.aggregations.metrics.Cardinality;
35 import org.elasticsearch.search.builder.SearchSourceBuilder;
36 import org.springframework.beans.factory.annotation.Autowired;
37 import org.springframework.beans.factory.annotation.Qualifier;
38 import org.springframework.stereotype.Component;
39 import org.trimps.ticp.fuzhou.telecom.vo.pagination.BasePageCondition;
40
41 import java.io.IOException;
42 import java.util.ArrayList;
43 import java.util.HashMap;
44 import java.util.List;
45 import java.util.Map;
46
47 @Component
48 @Slf4j
49 public class ESUtils {
50
51 @Autowired
52 @Qualifier("highLevelClient")
53 RestHighLevelClient client;
54
55 public long countLogs(String esIndex, SearchSourceBuilder builder) {
56 SearchRequest searchRequest = new SearchRequest();
57 searchRequest.indices(esIndex);
58 searchRequest.source(builder);
59 try {
60 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
61 return result.getHits().getTotalHits().value;
62 } catch (Exception e) {
63 log.error("error query data", e);
64 return 0;
65 }
66 }
67
68 /**
69 * 根据id精确查询
70 *
71 * @param esIndex
72 * @param id
73 * @return
74 */
75 public Map<String, Object> getOne(String esIndex, String id) {
76 GetRequest getRequest = new GetRequest(esIndex, id);
77 try {
78 GetResponse getResponse = client.get(getRequest, RequestOptions.DEFAULT);
79 if (getResponse.getSource() == null) {
80 return null;
81 }
82 return getResponse.getSourceAsMap();
83 } catch (Exception e) {
84 log.warn("getOne from ES Exception : ", e);
85 return null;
86 }
87 }
88
89 public SearchHit[] queryDocsByIds(String esIndex, List<String> ids) {
90 SearchSourceBuilder builder = new SearchSourceBuilder();
91 SearchRequest searchRequest = new SearchRequest();
92 builder.query(QueryBuilders.termsQuery("_id", ids));
93 searchRequest.indices(esIndex);
94 searchRequest.source(builder);
95 try {
96 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
97 return result.getHits().getHits();
98 } catch (Exception e) {
99 log.error("Batch query docs by ids failed!", e);
100 }
101 return null;
102 }
103
104 public void insertOrUpdateOne(String index, String id, String data) {
105 IndexRequest request = new IndexRequest(index);
106 request.id(id);
107 request.source(data, XContentType.JSON);
108 try {
109 client.index(request, RequestOptions.DEFAULT);
110 } catch (Exception e) {
111 log.error("error save info", e);
112 }
113 }
114
115 /**
116 * 修改文档-只需要给要修改的字段
117 */
118 public void updateOne(String index, String id, Map<String, Object> map) {
119 UpdateRequest updateRequest = new UpdateRequest(index, id);
120 updateRequest.doc(map);
121 try {
122 UpdateResponse updateResponse = client.update(updateRequest, RequestOptions.DEFAULT);
123 log.info("updateOne result:{}", JSON.toJSONString(updateResponse));
124 } catch (Exception e) {
125 log.warn("updateOne to ES Exception : ", e);
126 throw new RuntimeException(e);
127 }
128 }
129
130 /**
131 * 批量插入文档
132 *
133 * @param index ES索引
134 * @param documents 待提交的批量文档
135 * @param uuidKey 文档中ID字段对应的key值
136 */
137 public BulkResponse insertDocumentsAsBatch(String index, List<Map<String, Object>> documents, String uuidKey) {
138 BulkResponse response = null;
139 if (StringUtils.isBlank(index) || CollectionUtils.isEmpty(documents)) {
140 log.warn("Es index is blank or documents is empty.");
141 return response;
142 }
143
144 try {
145 int size = documents.size();
146 BulkRequest bulkRequest = new BulkRequest();
147 for (int i = 0; i < size; i++) {
148 Map<String, Object> document = documents.get(i);
149 if (MapUtils.isEmpty(document) || !document.containsKey(uuidKey)) {
150 continue;
151 }
152 bulkRequest.add(new IndexRequest(index).opType("create").id(document.get(uuidKey).toString()).source(document));
153 }
154 response = client.bulk(bulkRequest, RequestOptions.DEFAULT);
155 } catch (Exception e) {
156 log.error("Insert documents to es as batch failed!", e);
157 }
158 return response;
159 }
160
161
162 /**
163 * 批量更新文档
164 *
165 * @param index ES索引
166 * @param documents 待提交的批量文档
167 * @param uuidKey 文档中ID字段对应的key值
168 */
169 public BulkResponse updateDocumentsAsBatch(String index, List<Map<String, Object>> documents, String uuidKey) {
170 BulkResponse response = null;
171 if (StringUtils.isBlank(index) || CollectionUtils.isEmpty(documents)) {
172 log.warn("Es index is blank or documents is empty.");
173 return response;
174 }
175
176 try {
177 int size = documents.size();
178 BulkRequest bulkRequest = new BulkRequest();
179 for (int i = 0; i < size; i++) {
180 Map<String, Object> document = documents.get(i);
181 if (MapUtils.isEmpty(document) || !document.containsKey(uuidKey)) {
182 continue;
183 }
184 bulkRequest.add(new UpdateRequest(index, document.get(uuidKey).toString()).doc(document));
185 }
186 response = client.bulk(bulkRequest, RequestOptions.DEFAULT);
187 } catch (Exception e) {
188 log.error("Update documents to es as batch failed!", e);
189 }
190 return response;
191 }
192
193 public SearchResponse queryData2(SearchSourceBuilder sourceBuilder, String... esIndex) {
194 SearchRequest searchRequest = new SearchRequest();
195 searchRequest.indices(esIndex);
196 searchRequest.source(sourceBuilder);
197 try {
198 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
199 return result;
200 } catch (Exception e) {
201 log.error("error query info", e);
202 }
203 return null;
204 }
205
206 /**
207 * 判断索引名是否存在
208 *
209 * @param indexName
210 * @param
211 * @return
212 */
213 public boolean isExistsIndex(String indexName) {
214 GetIndexRequest request = new GetIndexRequest(indexName);
215 try {
216 boolean response = client.indices().exists(request, RequestOptions.DEFAULT);
217 return response;
218 } catch (IOException e) {
219 log.error("error", e);
220 return false;
221 }
222
223 }
224
225 public long counts4Index(String esIndex) {
226 SearchRequest searchRequest = new SearchRequest();
227 searchRequest.indices(esIndex);
228 try {
229 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
230 return result.getHits().getTotalHits().value;
231 } catch (Exception e) {
232 log.error("error query data", e);
233 return 0;
234 }
235 }
236
237 public long countDistinctField(String esIndex, String countField, SearchSourceBuilder sourceBuilder) {
238 long count = 0;
239 if (StringUtils.isBlank(esIndex) || StringUtils.isBlank(countField)) {
240 return count;
241 }
242
243 SearchRequest searchRequest = new SearchRequest();
244 searchRequest.indices(esIndex);
String identifier = UUID.randomUUID().toString();
245 AggregationBuilder aggregationBuilder = AggregationBuilders.cardinality(identifier).field(countField);
246 sourceBuilder.aggregation(aggregationBuilder);
247 sourceBuilder.size(0);
248 searchRequest.source(sourceBuilder);
249 try {
250 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
251 Histogram histogram = (Histogram) result.getAggregations().asMap().get(countField);
252 long total_value = 0;
253 for (Histogram.Bucket t : histogram.getBuckets()) {
254 Cardinality cardinality = t.getAggregations().get(identifier);
255 long value = cardinality.getValue();
256 total_value = total_value + value;
257 }
258 return total_value;
259 } catch (Exception e) {
260 log.error("Count field failed!", e);
261 }
262 return 0;
263 }
264
265 public long countDistinctField(String esIndex, String countField) {
266 long count = 0;
267 if (StringUtils.isBlank(esIndex) || StringUtils.isBlank(countField)) {
268 return count;
269 }
270
271 SearchRequest searchRequest = new SearchRequest();
272 searchRequest.indices(esIndex);
273 SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
274 AggregationBuilder aggregationBuilder = AggregationBuilders.cardinality("field_count").field(countField);
275 sourceBuilder.aggregation(aggregationBuilder);
276 sourceBuilder.size(0);
277 searchRequest.source(sourceBuilder);
278 try {
279 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
280 Histogram histogram = (Histogram) result.getAggregations().asMap().get(countField);
281 long total_value = 0;
282 for (Histogram.Bucket t : histogram.getBuckets()) {
283 Cardinality cardinality = t.getAggregations().get("field_count");
284 long value = cardinality.getValue();
285 total_value = total_value + value;
286 }
287 return total_value;
288 } catch (Exception e) {
289 log.error("Count field failed!", e);
290 }
291 return 0;
292 }
293
294 public boolean deleteData(String esIndexName, String esId) {
295 org.elasticsearch.action.delete.DeleteRequest deleteRequest = new org.elasticsearch.action.delete.DeleteRequest(esIndexName, esId);
296 org.elasticsearch.action.delete.DeleteResponse deleteResponse = null;
297 try {
298 deleteResponse = client.delete(deleteRequest, RequestOptions.DEFAULT);
299 } catch (Exception e) {
300 log.error("error is " + e);
301 return false;
302
303 }
304 return true;
305 }
306
307 /**
308 * 分组统计
309 *
310 * @param esIndex 索引
311 * @param groupFiled 被统计字段
312 */
313 public Map<String, Long> groupCount(String esIndex, String groupFiled) {
314 Map<String, Long> statistics = new HashMap<>();
315 SearchRequest searchRequest = new SearchRequest();
316 searchRequest.indices(esIndex);
317
318 SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
319 try {
320 sourceBuilder.size(0);
321 searchRequest.source(sourceBuilder);
322
323 TermsAggregationBuilder aggregationBuilder = AggregationBuilders.terms("fieldCount").field(groupFiled);
324 sourceBuilder.aggregation(aggregationBuilder);
325
326 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
327 Map<String, Aggregation> aggregationMap = result.getAggregations().asMap();
328 ParsedStringTerms grageTerms = (ParsedStringTerms) aggregationMap.get("fieldCount");
329 List buckets = grageTerms.getBuckets();
330
331 for (Object object : buckets) {
332 ParsedStringTerms.ParsedBucket obj = (ParsedStringTerms.ParsedBucket) object;
333 String name = obj.getKeyAsString();
334 long count = obj.getDocCount();
335 statistics.putIfAbsent(name, count);
336 }
337 } catch (Exception e) {
338 log.error("Group count failed!", e);
339 }
340 return statistics;
341 }
342
343 /**
344 * 分组统计
345 *
346 * @param esIndex 索引
347 * @param groupFiled 被统计字段
348 * @param boolQueryBuilder 查询条件
349 */
350 public Map<String, Long> groupCount(String esIndex, String groupFiled, BoolQueryBuilder boolQueryBuilder) {
351 Map<String, Long> statistics = new HashMap<>();
352 SearchRequest searchRequest = new SearchRequest();
353 searchRequest.indices(esIndex);
354
355 SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
356 try {
357 sourceBuilder.size(0);
358 searchRequest.source(sourceBuilder);
359 sourceBuilder.query(boolQueryBuilder);
360
361 TermsAggregationBuilder aggregationBuilder = AggregationBuilders.terms("fieldCount").field(groupFiled);
362 aggregationBuilder.order(BucketOrder.count(false));
363 aggregationBuilder.size(10000);
364 sourceBuilder.aggregation(aggregationBuilder);
365 log.info("sourceBuilder:" + sourceBuilder.toString());
366
367 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
368 Map<String, Aggregation> aggregationMap = result.getAggregations().asMap();
369 ParsedStringTerms grageTerms = (ParsedStringTerms) aggregationMap.get("fieldCount");
370 List buckets = grageTerms.getBuckets();
371
372 for (Object object : buckets) {
373 ParsedStringTerms.ParsedBucket obj = (ParsedStringTerms.ParsedBucket) object;
374 String name = obj.getKeyAsString();
375 long count = obj.getDocCount();
376 statistics.putIfAbsent(name, count);
377 }
378 } catch (Exception e) {
379 log.error("Group count failed!", e);
380 }
381 return statistics;
382 }
383
384 public SearchHit[] queryDataBig(String esIndex, SearchSourceBuilder sourceBuilder) {
385 final Scroll scroll = new Scroll(TimeValue.timeValueMinutes(1));
386 SearchRequest searchRequest = new SearchRequest();
387 searchRequest.indices(esIndex);
388 searchRequest.source(sourceBuilder);
389 searchRequest.scroll(scroll);
390 try {
391 SearchResponse result = client.search(searchRequest, RequestOptions.DEFAULT);
392 String scrollId = result.getScrollId();
393 SearchHit[] searchHits2 = result.getHits().getHits();
394 List<SearchHit> searchHitList = new ArrayList<>();
395 for (int i = 0; i < searchHits2.length; i++) {
396 searchHitList.add(searchHits2[i]);
397 }
398 if (result.getHits().getTotalHits().value > 100000) {
399 long count = searchHits2.length;
400 while (count < 100000) {
401 SearchScrollRequest scrollRequest = new SearchScrollRequest(scrollId);
402 scrollRequest.scroll(scroll);
403 try {
404 result = client.scroll(scrollRequest, RequestOptions.DEFAULT);
405 } catch (Exception e) {
406 log.error("error is " + e);
407 }
408 scrollId = result.getScrollId();
409 searchHits2 = result.getHits().getHits();
410 for (int i = 0; i < searchHits2.length; i++) {
411 searchHitList.add(searchHits2[i]);
412 }
413 long size = searchHits2.length;
414 count = count + size;
415
416 }
417 SearchHit[] searchHits = new SearchHit[searchHitList.size()];
418 searchHitList.toArray(searchHits);
419 return searchHits;
420 } else {
421 while (searchHits2 != null && searchHits2.length > 0) {
422 SearchScrollRequest scrollRequest = new SearchScrollRequest(scrollId);
423 scrollRequest.scroll(scroll);
424 try {
425 result = client.scroll(scrollRequest, RequestOptions.DEFAULT);
426 } catch (Exception e) {
427 log.error("error is " + e);
428 }
429 scrollId = result.getScrollId();
430 searchHits2 = result.getHits().getHits();
431 for (int i = 0; i < searchHits2.length; i++) {
432 searchHitList.add(searchHits2[i]);
433 }
434 }
435 SearchHit[] searchHits = new SearchHit[searchHitList.size()];
436 searchHitList.toArray(searchHits);
437 return searchHits;
438 }
439
440 } catch (Exception e) {
441 log.error("error query info", e);
442 }
443 return null;
444 }
445 }
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