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谢明辉 / VVAS-Match

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Commit d16d3a99 by 姚冰
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[chg] 标注平台分支，添加聚合，匹配数量修改

1 parent fa91890d
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Showing 1 changed file with 22 additions and 15 deletions
src/main/java/com/viontech/match/service/PersonService.java
......@@ -14,6 +14,7 @@ import co.elastic.clients.elasticsearch.core.search.SourceConfig;
import co.elastic.clients.elasticsearch.indices.DeleteIndexResponse;
import co.elastic.clients.elasticsearch.ingest.simulate.Document;
import co.elastic.clients.json.JsonData;
import co.elastic.clients.util.NamedValue;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.fasterxml.jackson.annotation.JsonValue;
......@@ -274,7 +275,7 @@ public class PersonService {
// "counttime", personCountTime == null ? null : Constant.DATE_FORMAT.get().format(personCountTime),
// "channelSerialNum", personChannelSerialNum, "gateId", gateId, "direction", direction);
// bulkRequest.add(indexRequest);
operationList.add(new BulkOperation.Builder().index(new IndexOperation.Builder<PersonInfo>().index(poolId).document(new PersonInfo(unid, personId, feature, null, age, gender, bodyType, personCountTime, fid, personChannelSerialNum, gateId, direction, personType)).build()).build());
operationList.add(new BulkOperation.Builder().index(new IndexOperation.Builder<PersonInfo>().index(poolId).document(new PersonInfo(unid, personId, null, feature, age, gender, bodyType, personCountTime, fid, personChannelSerialNum, gateId, direction, personType)).build()).build());
}
}
}
......@@ -402,7 +403,7 @@ public class PersonService {
feature = Arrays.copyOfRange(feature, 3, Constant.BODY_FEATURE_DIMS_2048 + 3);
}
SearchRequest searchRequest = getSearchRequest(rid, poolId, 1, feature, person, 1, agg);
SearchRequest searchRequest = getSearchRequest(rid, poolId, size, feature, person, 1, agg);
matchResult.addAll(match0(searchRequest, agg));
}
......@@ -473,6 +474,7 @@ public class PersonService {
KnnQuery.Builder knnQuery = new KnnQuery.Builder();
if (null != feature && type == 0) {
knnQuery.field("data").queryVector(getFeature(feature)).numCandidates(Constant.FACE_MATCH_RESULT_SIZE);
queries.add(new Query.Builder().exists(s -> s.field("data").boost(1.0f)).build());
} else if (null != feature && type == 1){
knnQuery.field("body").queryVector(getFeature(feature)).numCandidates(Constant.BODY_MATCH_RESULT_SIZE);
queries.add(new Query.Builder().exists(s -> s.field("body").boost(1.0f)).build());
......@@ -517,26 +519,25 @@ public class PersonService {
private SearchRequest getSearchRequest(String rid, String poolId, Integer matchResultSize, Double[] feature, Person person, int type, Boolean agg) {
// BoolQuery.Builder builder = getSearchSourceBuilder(feature, person, type);
Query scriptScoreQuery = getScriptScoreQuery(feature, person, 1);
SourceConfig sourceConfig = new SourceConfig.Builder().filter(s -> s.includes(Arrays.asList(FETCH_SOURCE))).build();
SearchRequest.Builder searchRequest = new SearchRequest.Builder().index(poolId).query(scriptScoreQuery);
if (agg) {
// AggregationBuilders.max("max_score", s -> s.field("_score").script(new Script.Builder().source("_score").build()));
// Aggregation aggregation = AggregationBuilders.max(s -> s.field("max_score").script(new Script.Builder().source("_score").build()));
// Aggregation termsAgg = AggregationBuilders.terms("by_personId", TermsAggregationDefinition.builder("by_personId").field("personId").order("max_score", false));
// Aggregation termsAgg2 = AggregationBuilders.terms(s -> s.field("personId").size(matchResultSize).size(matchResultSize));
// MaxAggregation.Builder maxBucketAggregation = new MaxAggregation.Builder().field("max_score").script(new Script.Builder().source("_score").build());
// TermsAggregation termsAgg = new TermsAggregation.Builder().field("personId").format("by_personId").size(matchResultSize).child(maxBucketAggregation);
// MetricAg
// termsAgg2.subAggregation(aggregation);
// termsAgg2.order(BucketOrder.aggregation("max_score", false));
// termsAgg.size(matchResultSize);
// MaxAggregationBuilder maxScoreAgg = AggregationBuilders.max("max_score").script(new Script("_score"));
// TermsAggregationBuilder personIdAgg = AggregationBuilders.terms("by_personId").field("personId");
// personIdAgg.subAggregation(maxScoreAgg);
// personIdAgg.order(BucketOrder.aggregation("max_score", false));
// personIdAgg.size(matchResultSize);
// builder.aggregation(personIdAgg);
Script script = new Script.Builder().source("_score").build();
Aggregation maxAgg = AggregationBuilders.max(f -> f.field("_score").script(script));
Aggregation termsAgg = new Aggregation.Builder()
.terms(t -> t.field("personId").size(matchResultSize))
.aggregations("max_score", maxAgg)
.build();
searchRequest.aggregations("by_personId", termsAgg).size(0);
} else {
// builder.size(matchResultSize);
searchRequest.source(sourceConfig).size(matchResultSize);
}
Float matchScore = null;
Map<String, Float> poolMatchScoreMap = person.getPoolMatchScoreMap();
......@@ -546,11 +547,17 @@ public class PersonService {
if (matchScore == null) {
matchScore = person.getBodyMinScore();
}
SourceConfig sourceConfig = new SourceConfig.Builder().filter(s -> s.includes(Arrays.asList(FETCH_SOURCE))).build();
// log.debug("rid:{} poolId:{} 匹配时参数:{}", rid, poolId, scriptScoreQuery.toString());
// KnnSearch knnQuery = getKnnSearch(feature, person, type);
// ScriptScoreQuery scriptScoreQuery = getScriptScoreQuery(feature, person, type);
return new SearchRequest.Builder().index(poolId).query(scriptScoreQuery).source(sourceConfig).size(matchResultSize).minScore(matchScore.doubleValue()/100).build();
double minScore = 0.0;
if (type == 0) {
minScore = person.getFaceMinScore().doubleValue()/100;
} else if (type == 1) {
minScore = person.getBodyMinScore().doubleValue()/100;
}
return searchRequest.minScore(minScore).build();
}
private List<Person> match0(SearchRequest searchRequest, Boolean agg) throws Exception {
......
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