Test0.java
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package com.viontech.match;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.viontech.keliu.storage.Storage;
import com.viontech.keliu.util.DateUtil;
import com.viontech.match.entity.*;
import com.viontech.match.repository.FaceRecognitionRepository;
import com.viontech.match.service.AlgService;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.core.CountRequest;
import org.elasticsearch.client.core.CountResponse;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringRunner;
import javax.annotation.Resource;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.text.ParseException;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.UUID;
import java.util.concurrent.LinkedBlockingQueue;
import java.util.concurrent.ThreadPoolExecutor;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicInteger;
/**
* .
*
* @author 谢明辉
* @date 2020/11/20
*/
@SpringBootTest
@RunWith(SpringRunner.class)
public class Test0 {
private final ThreadPoolExecutor poolExecutor = new ThreadPoolExecutor(20, 30, 1, TimeUnit.MINUTES, new LinkedBlockingQueue<>(), new ThreadPoolExecutor.CallerRunsPolicy());
private final AtomicInteger integer = new AtomicInteger();
private final PoolEnum pool = PoolEnum.POOL_50W;
@Resource
ObjectMapper objectMapper;
@Resource
private AlgService algService;
@Resource
private FaceRecognitionRepository faceRecognitionRepository;
@Resource
private Storage featureStorage;
@Resource
private RestHighLevelClient client;
@Test
public void createPoolTest() throws IOException {
Object test2 = algService.createPool(pool.name);
System.out.println(test2);
}
@Test
public void deleteIndexTest() throws IOException {
algService.deletePool(pool.name);
}
@Test
public void queryIndex() throws IOException {
String[] strings = algService.queryPoolList();
HashMap<String, Object> result = new HashMap<>();
for (String item : strings) {
CountResponse count = client.count(new CountRequest(item), RequestOptions.DEFAULT);
long count1 = count.getCount();
result.put(item, count1);
}
System.out.println(result.toString());
}
@Test
public void addPersonTest() throws IOException {
Person person1 = getPerson("3");
Object test2 = algService.addPerson(person1, pool.name);
System.out.println(objectMapper.writeValueAsString(test2));
}
@Test
public void matchPersonTest() throws Exception {
Person person = getPerson("3");
List<MatchResult> test2 = algService.matchPerson(person, pool.name);
System.out.println(objectMapper.writeValueAsString(test2));
}
@Test
public void batchAdd() throws ParseException, IOException, InterruptedException {
algService.deletePool(pool.name);
algService.createPool(pool.name);
Date start = DateUtil.parse(DateUtil.FORMAT_SHORT, "2020-11-01");
Date end = DateUtil.parse(DateUtil.FORMAT_SHORT, "2020-11-24");
int i = 0;
List<Date> days = DateUtil.getDaysBetweenDates(start, end);
for (Date day : days) {
List<FaceRecognition> faceRecognitions = faceRecognitionRepository.queryFaceRecognitions(day, 2L);
for (FaceRecognition faceRecognition : faceRecognitions) {
poolExecutor.execute(() -> {
try {
if (integer.get() >= pool.num) {
return;
}
Double[] feature = getFeature(faceRecognition);
if (feature == null) {
return;
}
Person person = new Person();
person.setPersonId(faceRecognition.getPersonUnid());
person.setFeature(feature);
person.setId(faceRecognition.getUnid());
Object o = algService.addPerson(person, pool.name);
System.out.println(objectMapper.writeValueAsString(o));
integer.addAndGet(1);
} catch (Exception e) {
e.printStackTrace();
}
});
if (integer.get() > pool.num) {
return;
}
while (poolExecutor.getQueue().size() > 1000) {
System.out.println(poolExecutor.getQueue().size());
TimeUnit.SECONDS.sleep(10);
}
if (integer.get() > pool.num) {
return;
}
}
}
}
private Double[] getFeature(FaceRecognition face) throws JsonProcessingException {
Short faceFeatureType = face.getFaceFeatureType();
String facePic = face.getFacePic();
if (faceFeatureType == 1) {
facePic = facePic.replace("face-0.jpg", "face-F.jpg");
}
String json = (String) featureStorage.getItem(face.getChannelSerialnum() + "/" + facePic);
Feature feature = objectMapper.readValue(json, Feature.class);
List<Data> datas = feature.getDatas();
if (datas != null && datas.size() > 0) {
Data data = datas.get(0);
Double[] data1 = data.getData();
if (data1.length == 512) {
return data1;
}
}
return null;
}
public Person getPerson(String id) throws IOException {
Path path = Paths.get("C:\\Users\\vion\\Desktop\\" + id + ".feature");
String featureStr = Files.readAllLines(path).get(0);
Feature feature = objectMapper.readValue(featureStr, Feature.class);
Double[] data = feature.getDatas().get(0).getData();
Person person = new Person();
person.setPersonId(UUID.randomUUID().toString());
person.setFeature(data);
return person;
}
}