SpecialtyServicesImpl.java
20 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
package com.objecteye.service.impl;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.objecteye.dao.MongoTemplates;
import com.objecteye.entity.*;
import com.objecteye.exception.CustomXException;
import com.objecteye.pojo.*;
import com.objecteye.service.SpecialtyServices;
import com.objecteye.utils.*;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Service;
import org.springframework.web.multipart.MultipartFile;
import sun.misc.BASE64Decoder;
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.text.SimpleDateFormat;
import java.util.*;
import java.util.concurrent.CountDownLatch;
@Service
public class SpecialtyServicesImpl implements SpecialtyServices {
private final Logger logger = LoggerFactory.getLogger(SpecialtyServicesImpl.class);
@Value("${requestBase64}")
private String requestBase64;
@Autowired
private CompareDistance compareDistance;
@Autowired
private VehicleEngine vehicleEngine;
@Autowired
public HttpClientUtils httpClientUtils;
@Autowired
public RabbitMQVehicleTools rabbitMQVehicleTools;
@Autowired
public MongoTemplates mongoTemplates;
@Autowired
private VehicleDetailsUtils vehicleDetailsUtils;
@Autowired
private RedisTemplate redisTemplate;
@Autowired
private RelationMappingUtil relationMappingUtil;
private SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
@Override
public VehicleInfoRes findByCondition(VehicleCondition vehicleCondition) {
return null;
}
@Override
public JSONObject findByPic(int number, double threshold, int currentpage, int pagevolume, MultipartFile picfile, Long starttime, Long endtime, int[] customspass, Integer vehicle_special_type_number) throws InterruptedException {
//封装结果的对象
JSONObject result = new JSONObject();
if (picfile == null) {
result.put("code", 201);
result.put("message", "没有符合要求的数据");
result.put("data", null);
return result;
}
String vehicleInfoByBase64 = multiToVehicle(picfile);
JSONObject dataJson = JSONObject.parseObject(vehicleInfoByBase64).getJSONObject("result");
List<RabbitMQVehicle> rabbitMqVehicles = rabbitMQVehicleTools.sdkToRabbitVehicle(dataJson);
//获取到用户选中的车辆
int size = rabbitMqVehicles.size();
if (number < size) {
RabbitMQVehicle rabbitMqVehicle = rabbitMqVehicles.get(number);
//先过滤条件
List<RabbitMQVehicle> vehcieListBy = mongoTemplates.getVehcieListBy(new VehicleCondition(0, 0, rabbitMqVehicle.getVehicle_plate_hphm(),
null, starttime, endtime, customspass, vehicle_special_type_number, rabbitMqVehicle.getVehicle_color_index(),
rabbitMqVehicle.getVehicle_recg_issue_year(), rabbitMqVehicle.getVehicle_recg_brand(), rabbitMqVehicle.getVehicle_recg_type(),
rabbitMqVehicle.getVehicle_recg_subbrand()));
//获取该车辆的特征信息
double[] currentFeature = rabbitMqVehicle.getVehicle_fea_feature();
double currentFea = compareDistance.getDistance(currentFeature);
Vector<PicVehicleCompare> pvc = new Vector<>();
int arrCount = 1000;
int threadNumber = (int) Math.ceil((double) vehcieListBy.size() / arrCount);
final CountDownLatch countDownLatch = new CountDownLatch(threadNumber);
for (int i = 0; i < threadNumber; i++) {
int index = i;
new Thread(() -> {
int fromIndex = index * arrCount;
int toIndex = fromIndex + arrCount;
toIndex = Math.min(toIndex, vehcieListBy.size());
for (RabbitMQVehicle rabbitMQVehicle : vehcieListBy.subList(fromIndex, toIndex)) {
double[] dbFeature = (double[]) redisTemplate.opsForHash().get(GlobalUtil.VEHICLE_FEATURE, rabbitMQVehicle.getId());
if (dbFeature != null) {
//进行比对
double dbFea = (double) redisTemplate.opsForHash().get(GlobalUtil.VEHICLE_FEATURE_DISTANCE, rabbitMQVehicle.getId());
double similar = compareDistance.simDistance(currentFeature, currentFea, dbFeature, dbFea);
if (threshold <= similar) {
similar = (double) Math.round(similar * 100) / 100;
if (similar >= 1) {
similar = 1;
}
PicVehicleCompare picVehicleCompare = new PicVehicleCompare();
picVehicleCompare.setSimilar(similar);
picVehicleCompare.setRabbitMQVehicle(rabbitMQVehicle);
pvc.add(picVehicleCompare);
}
}
}
countDownLatch.countDown();
}).start();
}
countDownLatch.await();
//对row进行排序
pvc.sort((o1, o2) -> {
if (o2.getSimilar() == o1.getSimilar()) {
return 0;
} else {
double similar = o2.getSimilar();
double similar1 = o1.getSimilar();
return similar > similar1 ? 1 : -1;
}
});
//对row进行分页查询
int startNumber = (currentpage - 1) * pagevolume;
int endNumber = startNumber + pagevolume;
endNumber = pagevolume > pvc.size() ? pvc.size() : endNumber;
List<PicVehicleCompare> picVehicleComparesNew = pvc.subList(startNumber, endNumber);
//获取total(总条数)
int total = pvc.size();
//根据总条数获取总页数
int totalPage = (int) Math.ceil(((double) total) / pagevolume);
JSONObject data = new JSONObject();
//获取row数据
JSONArray row = new JSONArray();
for (PicVehicleCompare next : picVehicleComparesNew) {
JSONObject rowData = new JSONObject();
//获取id
RabbitMQVehicle rabbitMqVehicle1 = next.getRabbitMQVehicle();
rowData.put("id", rabbitMqVehicle1.getId());
rowData.put("hphm", rabbitMqVehicle1.getVehicle_plate_hphm());
//获取设备id,然后通过设备id查询到设备的名称
rowData.put("site", rabbitMqVehicle1.getEquipmentName());
rowData.put("phototime", simpleDateFormat.format(new Date(rabbitMqVehicle1.getPictime())));
rowData.put("recordid", rabbitMqVehicle1.getRecordid());
// 新方法,如果不需要四舍五入,可以使用RoundingMode.DOWN
double similar = next.getSimilar();
rowData.put("similar", String.format("%.3f", similar));
//添加snapshoturl的值
//此处将原来的全景图url体换成了快照图绝对路径
rowData.put("picurl", rabbitMqVehicle1.getSnapshoturl());
row.add(rowData);
}
data.put("total", totalPage);
data.put("row", row);
if (total > 0 && row.size() > 0) {
result.put("code", 200);
result.put("message", "操作成功");
result.put("data", data);
} else {
result.put("code", 201);
result.put("message", "没有符合要求的数据");
data.put("total", total);
data.put("row", row);
result.put("data", data);
}
return result;
}
result.put("code", 201);
result.put("message", "没有符合要求的数据");
result.put("data", null);
return result;
}
@Override
public VehicleInfoRes chemistryFindByCondition(VehicleCondition vehicleCondition) {
return null;
}
@Override
public VehicleInfoRes chemistryFindByPic(int number, double threshold, int currentpage, int pagevolume, MultipartFile picfile, String starttime, String endtime, int[] customspass) {
return null;
}
//通过转Base64的方式运行
@Override
public JSONObject findCoordinateByPic(MultipartFile picfile, Integer vehicleSpecialTypeNumber) {
JSONObject jsonObject = new JSONObject();
try {
String base64 = httpClientUtils.MultipartFileToBase64(picfile);
BufferedImage bufferedImage = changeBase64StringtoImage(base64);
int width = bufferedImage.getWidth();
int height = bufferedImage.getHeight();
JSONObject tpkg = new JSONObject();
tpkg.put("width", width);
tpkg.put("height", height);
//获取车辆信息
String vehicleInfoByBase64 = multiToVehicle(picfile);
JSONArray clxx = null;
if (vehicleInfoByBase64 != null) {
JSONObject dataJson = JSONObject.parseObject(vehicleInfoByBase64).getJSONObject("result");
List<RabbitMQVehicle> rabbitMQVehicles = rabbitMQVehicleTools.sdkToRabbitVehicle(dataJson);
int size = rabbitMQVehicles.size();
clxx = new JSONArray();
for (int i = 0; i < size; i++) {
RabbitMQVehicle rabbitMQVehicle = rabbitMQVehicles.get(i);
int vehicleSpecialType = rabbitMQVehicle.getVehicle_special_type();
if (vehicleSpecialTypeNumber == -1 || vehicleSpecialType == vehicleSpecialTypeNumber) {
int[] vehicleDetectSyrectparam = rabbitMQVehicle.getVehicle_detect_syRectParam();
JSONObject clxxOne = new JSONObject();
clxxOne.put("gcxh", i);
clxxOne.put("height", vehicleDetectSyrectparam[0]);
clxxOne.put("left", vehicleDetectSyrectparam[1]);
clxxOne.put("top", vehicleDetectSyrectparam[2]);
clxxOne.put("width", vehicleDetectSyrectparam[3]);
clxx.add(clxxOne);
}
}
}
JSONObject data = new JSONObject();
data.put("tpkg", tpkg);
data.put("clxx", clxx);
if (clxx != null && clxx.size() > 0) {
jsonObject.put("code", 200);
jsonObject.put("message", "success");
jsonObject.put("data", data);
} else {
jsonObject.put("code", 201);
String message = null;
if (vehicleSpecialTypeNumber == 1) {
message = "图片中没有检索到危化品车";
} else if (vehicleSpecialTypeNumber == 2) {
message = "图片中没有检索到渣土车";
} else if (vehicleSpecialTypeNumber == 0) {
message = "图片中没有检索到货车";
} else {
message = "图片中没有检索到通用车辆";
}
jsonObject.put("message", message);
jsonObject.put("data", data);
}
} catch (Exception e) {
jsonObject.put("code", 202);
jsonObject.put("message", "查询失败");
jsonObject.put("data", "");
e.printStackTrace();
}
return jsonObject;
}
/**
* 通过车辆id查询车辆信息
*
* @param id
* @return
*/
@Override
public JSONObject findById(String id) {
JSONObject jsonObject = new JSONObject();
try {
RabbitMQVehicle rabbitMQVehicle = mongoTemplates.findById(RabbitMQVehicle.class, id);
//将RabbitMQVehicle识别为可读信息
RabbitMQInfo rabbitMQInfo = rabbitMQVehicleTools.rabbitMQToRabbitInfo(rabbitMQVehicle);
//===============
if (rabbitMQVehicle != null) {
jsonObject.put("code", 200);
jsonObject.put("message", "success");
jsonObject.put("data", rabbitMQInfo);
} else {
jsonObject.put("code", 201);
jsonObject.put("message", "没有符合要求的数据");
jsonObject.put("data", rabbitMQInfo);
}
} catch (Exception e) {
jsonObject.put("code", 202);
jsonObject.put("message", "请检查数据准确性");
jsonObject.put("data", "");
e.printStackTrace();
}
return jsonObject;
}
//将multipart文件转成车型
public String multiToVehicle(MultipartFile picfile) {
String vehicleInfoByBase64 = null;
try {
String base64 = httpClientUtils.MultipartFileToBase64(picfile);
vehicleInfoByBase64 = vehicleEngine.getVehicleInfoByBase64(base64);
} catch (Exception e) {
e.printStackTrace();
}
return vehicleInfoByBase64;
}
/**
* @param base64String base64码字符串
**/
public BufferedImage changeBase64StringtoImage(String base64String) {
BASE64Decoder decoder = new BASE64Decoder();
BufferedImage buffer = null;
try {
byte[] bytes = decoder.decodeBuffer(base64String);
ByteArrayInputStream bais = new ByteArrayInputStream(bytes);
buffer = ImageIO.read(bais);
} catch (IOException e) {
e.printStackTrace();
}
return buffer;
}
/**
* 通过过车序号查询车辆的信息
*
* @param gcxh
* @param picfile
* @return
*/
@Override
public JSONObject findByGcxh1(int gcxh, MultipartFile picfile) {
JSONObject jsonObject = new JSONObject();
try {
//获取到车型图片的base64值
String base64 = httpClientUtils.MultipartFileToBase64(picfile);
//通过base64结合sdk算法获取到车型的数字化信息
String vehicleInfoByBase64 = vehicleEngine.getVehicleInfoByBase64(base64);
JSONObject vehicleSDKJsonData = JSONObject.parseObject(vehicleInfoByBase64);
//将base64封装为ArrayList<VehicleDetails>
ArrayList<VehicleDetails> vehicleDetailsList = vehicleDetailsUtils.base64ToVehicleDetailsArr(vehicleSDKJsonData);
if (vehicleDetailsList != null && vehicleDetailsList.size() > 0) {
VehicleDetails vehicleDetails = vehicleDetailsList.get(gcxh);
vehicleDetails.setVehicle_fea_res_feature(null);
jsonObject.put("code", 200);
jsonObject.put("message", "success");
jsonObject.put("data", vehicleDetails);
} else {
jsonObject.put("code", 201);
jsonObject.put("message", "空值");
jsonObject.put("data", null);
}
} catch (Exception e) {
jsonObject.put("code", 202);
jsonObject.put("message", "数据不符合正规的json格式或者异常");
jsonObject.put("data", null);
e.printStackTrace();
}
return jsonObject;
}
@Override
public Map<String, Object> getColorAndBrand(Map<String, Object> map) {
String image = map.get("image").toString();
Object request_id = map.get("request_id");
if (!GlobalUtil.checkBase64(image)) {
throw new CustomXException(CustomInfoCollections.IMAGE_PARSE_EXCEPTION.getMsg(), CustomInfoCollections.IMAGE_PARSE_EXCEPTION.getCode());
}
String vehicleInfoByBase64 = vehicleEngine.getVehicleInfoByBase64(image);
ResponseParam responseParam = JSON.parseObject(vehicleInfoByBase64, ResponseParam.class);
String s1 = JSON.toJSONString(responseParam.getResult());
VehicleAnalysisResultParam vehicleAnalysisResultParam = JSON.parseObject(s1, VehicleAnalysisResultParam.class);
VehicleInfoParam[] info = vehicleAnalysisResultParam.getInfo();
HashMap<String, Object> stringObjectHashMap = new HashMap<>(16);
if (info == null) {
throw new CustomXException(CustomInfoCollections.DETECT_NOT_FOUND.getMsg(), CustomInfoCollections.DETECT_NOT_FOUND.getCode());
}
for (VehicleInfoParam vehicleInfoParam : info) {
ResultMsg resultMsg = new ResultMsg();
VehicleColorResultParam vehicle_color_res = vehicleInfoParam.getVehicle_color_res();
int index = vehicle_color_res.getIndex();
float score = vehicle_color_res.getScore();
if (score >= 0.7) {
String vehicleColor = relationMappingUtil.getVehicleColor(index);
resultMsg.setVehicle_color(vehicleColor);
} else {
resultMsg.setVehicle_color("检测失败");
}
StringBuffer sb = new StringBuffer();
VehicleRecognizeResultParam vehicle_recg_res = vehicleInfoParam.getVehicle_recg_res();
float name_score = vehicle_recg_res.getName_score();
if (name_score < 0.7) {
resultMsg.setVehicle_brand("检测失败");
}
String vehicle_recg_brand = vehicle_recg_res.getVehicle_brand();
sb.append(vehicle_recg_brand);
String vehicle_recg_subbrand = vehicle_recg_res.getVehicle_subbrand();
if (vehicle_recg_subbrand != null) {
sb.append("-").append(vehicle_recg_subbrand);
}
String vehicle_recg_issue_year = vehicle_recg_res.getVehicle_issue_year();
if (vehicle_recg_issue_year != null) {
sb.append("-").append(vehicle_recg_issue_year);
}
resultMsg.setVehicle_brand(sb.toString());
stringObjectHashMap.put("message", CustomInfoCollections.SUCCESS.getMsg());
stringObjectHashMap.put("rtn", CustomInfoCollections.SUCCESS.getCode());
stringObjectHashMap.put("request_id", request_id);
stringObjectHashMap.put("data", resultMsg);
}
return stringObjectHashMap;
}
/**
* 通过过车序号查询车辆的信息
*
* @param gcxh
* @param picfile
* @return
*/
@Override
public JSONObject findByGcxh(int gcxh, MultipartFile picfile) {
JSONObject jsonObject = new JSONObject();
String vehicleInfoByBase64 = null;
try {
//获取车辆信息
vehicleInfoByBase64 = multiToVehicle(picfile);
if (vehicleInfoByBase64 != null) {
RabbitMQInfo rabbitMQInfo = null;
JSONObject dataJson = JSONObject.parseObject(vehicleInfoByBase64).getJSONObject("result");
int count = dataJson.containsKey("count") ? dataJson.getInteger("count") : 0;
if (count > 0) {
//将dataJson转成RabbitMQVehicle
RabbitMQVehicle rabbitMQVehicle = rabbitMQVehicleTools.sdkToOnlyVehicle(dataJson.getJSONArray("info").getJSONObject(gcxh));
//将RabbitMQVehicle识别为可读信息
rabbitMQInfo = rabbitMQVehicleTools.rabbitMQToRabbitInfo(rabbitMQVehicle);
}
jsonObject.put("code", 200);
jsonObject.put("message", "success");
jsonObject.put("data", rabbitMQInfo);
}
} catch (Exception e) {
jsonObject.put("code", 201);
jsonObject.put("message", "没有查询到相关车辆数据");
jsonObject.put("data", "");
e.printStackTrace();
}
return jsonObject;
}
}