jinlin
2024-12-02 18f682f736914e427070b9bb769df538ad9f6d1c
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
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
package com.zt.life.modules.mainPart.taskReliability.service;
 
import cn.hutool.json.JSONArray;
import cn.hutool.json.JSONObject;
import cn.hutool.json.XML;
import com.zt.common.exception.RenException;
import com.zt.common.service.BaseService;
import com.zt.common.servlet.Result;
import com.zt.common.utils.CacheUtils;
import com.zt.common.utils.CommonUtils;
import com.zt.common.utils.TreeUtils;
import com.zt.common.utils.UUIDUtil;
import com.zt.core.shiro.ImportUtil;
import com.zt.life.modules.mainPart.basicInfo.dao.ParamDataDao;
import com.zt.life.modules.mainPart.basicInfo.dao.XhProductModelDao;
import com.zt.life.modules.mainPart.basicInfo.model.ParamData;
import com.zt.life.modules.mainPart.basicInfo.model.XhProductModel;
import com.zt.life.modules.mainPart.taskReliability.dao.*;
import com.zt.life.modules.mainPart.taskReliability.model.*;
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang3.StringUtils;
import org.apache.poi.hssf.usermodel.HSSFWorkbook;
import org.apache.poi.ss.usermodel.Row;
import org.apache.poi.ss.usermodel.Sheet;
import org.apache.poi.ss.usermodel.Workbook;
import org.apache.poi.xssf.usermodel.XSSFWorkbook;
import org.dom4j.Document;
import org.dom4j.DocumentHelper;
import org.dom4j.Element;
import org.dom4j.io.OutputFormat;
import org.dom4j.io.XMLWriter;
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.transaction.annotation.Transactional;
import org.springframework.web.multipart.MultipartFile;
 
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import java.io.*;
import java.util.*;
import java.util.stream.Collectors;
 
 
/**
 * product_model
 *
 * @author zt generator
 * @since 1.0.0 2024-02-29
 */
@Service
public class ReliabilityAssessService extends BaseService<ReliabilityAssessDao, ReliabilityAssess> {
    private static final Logger logger = LoggerFactory.getLogger(ReliabilityAssessService.class);
    public static final String RELIA_ASSESS_TASK_TYPE_SIMULATION = "assessReq";
 
    @Value("${spring.redis.host}")
    private String redisHost;
    @Value("${spring.redis.port}")
    private String redisPort;
    @Value("${data.assessLib.mainPy}")
    private String assessMain;
    @Value("${data.assessLib.resultHome}")
    private String resultHome;
    @Value("${data.assessLib.resultHome}")
    private String path;
 
    @Autowired
    private RedisTemplate redisTemplate;
    @Autowired
    private TaskService taskService;
    @Autowired
    private SimulatAssessService simulatAssessService;
    @Autowired
    private AssessResultDao assessResultDao;
    @Autowired
    private XhProductModelDao xhProductModelDao;
    @Autowired
    private ParamDataDao paramDataDao;
    @Autowired
    private ModelNodeAlgorithmDao modelNodeAlgorithmDao;
    @Autowired
    private AlgorithmDao algorithmDao;
    @Autowired
    private OperatConditModelDao operatConditModelDao;
    @Autowired
    private ReliabilityAssessDao reliabilityAssessDao;
 
    public List<ReliabilityAssess> page(AssessResult assessResult) {
        Long assessId = baseDao.getAssessId(assessResult.getItemId(), assessResult.getProductId(), assessResult.getTaskId());
        List<ReliabilityAssess> list = this.getAssess(assessResult, assessId);
        if (list != null) {
            list = TreeUtils.build(list);
        }
        return list;
    }
 
    @Transactional(rollbackFor = Exception.class)
    public List<ReliabilityAssess> assess(AssessResult assessResult) {
        Result result = null;
 
        Long assessId = UUIDUtil.generateId();
        assessResult.setId(assessId);
 
        // 1. 组装供算法库评定的模型xml
        assembleModelXml(assessResult);
 
        // 2. 调用算法库,进行评定计算
        result = callReliaAssessLib(assessResult);
        if (result.getCode() != 0) throw new RenException(result.getMsg());
 
        assessResultDao.insert(assessResult);
 
        List<ReliabilityAssess> list = this.getAssess(assessResult, assessId);
        if (list != null) {
            list = TreeUtils.build(list);
        }
        return list;
    }
 
    public List<ReliabilityAssess> getAssess(AssessResult assessResult, Long assessId) {
        List<ReliabilityAssess> list = baseDao.getProductList(assessResult.getProductId(), assessResult.getItemId());
 
        String filePath = path + "/" + assessId + "/" + "result.xml";
        String xml;
        InputStream in = null;
 
        File file = new File(filePath);
        if (file.exists()) {
            try {
                in = new FileInputStream(filePath);
                xml = IOUtils.toString(in);
            } catch (IOException e) {
                throw new RenException("文件不存在或者文件打不开");
            } finally {
                try {
                    in.close();
                } catch (IOException e) {
                    e.printStackTrace();
                }
            }
            JSONObject xmlJSONObj = XML.toJSONObject(xml);
            //JSONObject jsonObject = xmlJSONObj.getJSONObject("Results");
            JSONArray jsonArray = xmlJSONObj.getJSONObject("Results").getJSONArray("Result");
            for (ReliabilityAssess assess : list) {
                Double result1 = null;
                for (int i = 0; i < jsonArray.size(); i++) {
                    String nameValue = jsonArray.getJSONObject(i).get("name").toString();
                    if (nameValue.contains(assess.getId().toString())) {
                        // 获取对应的值
                        if (jsonArray.getJSONObject(i).get("value") instanceof Double) {
                            result1 = (Double) jsonArray.getJSONObject(i).get("value");
                        } else {
                            String[] values = jsonArray.getJSONObject(i).get("value").toString().split(",");
                            result1 = Double.valueOf(values[1]);
                        }
                        break; // 如果找到就退出循环
                    }
                }
                if (result1 != null) {
                    result1 = Double.valueOf(new Formatter().format("%.2f", result1).toString());
                }
                assess.setAssessResult(result1);
            }
        } else {
            list = null;
        }
 
        return list;
    }
 
 
    // 建立产品结构树时,相同的设备多个使用时,多个设备使用相同的名称。这样,在此处通过名称来判断是否是相同的设备,相同的设备,需要拿出来作为子标签嵌套进xml。
    private void assembleModelXml(AssessResult assessResult) {
        Long productId = assessResult.getProductId();
        Long taskId = assessResult.getTaskId();
        Long itemId = assessResult.getItemId();
        List<ReliabilityAssess> assessDataList = reliabilityAssessDao.getProductList(productId, itemId);
        Task task = taskService.get(taskId);
        XhProductModel product = xhProductModelDao.getById(productId);
        List<XhProductModel> productList = xhProductModelDao.getByShipId(productId);
        List<ParamData> paramDataList = paramDataDao.getDeviceParams(productId);
 
        // 1. 计算各任务阶段的运行时长
        List<TaskPhase> taskPhases = simulatAssessService.calcTaskPhaseDuration(task);
        // 2. 计算各工况模型的运行时长
        List<TaskPhaseModel> taskPhaseModelAll = new ArrayList<>();
        for (TaskPhase taskPhase : taskPhases) {
            simulatAssessService.calcTaskPhaseModelDuration(taskPhase, taskPhaseModelAll);
        }
        // 3. 将各工况模型递归拆解为完整的可供算法包仿真计算的模型
        try {
            Document document = DocumentHelper.createDocument();
            // 添加root节点
            Element root = document.addElement("des");
            root.addAttribute("name", "General system");
            root.addAttribute("gama", assessResult.getConfidence().toString());
            addTasksTag(taskPhaseModelAll, root);
            addModelsTag(taskId,
                    productId,
                    product.getName(),
                    product.getNamePath(),
                    productList,
                    paramDataList,
                    taskPhaseModelAll,
                    assessDataList,
                    root);
 
            // 输出格式化xml
            XMLWriter xmlWriter = null;
            try {
                OutputFormat format = OutputFormat.createPrettyPrint();
                format.setEncoding("UTF-8");
                StringWriter writer = new StringWriter();
                xmlWriter = new XMLWriter(writer, format);
                xmlWriter.write(document);
                assessResult.setXml(writer.toString());
            } finally {
                if (xmlWriter != null) xmlWriter.close();
            }
        } catch (Exception e) {
            e.printStackTrace();
            throw new RenException("组装算法库仿真计算用模型XML失败: " + e.getMessage());
        }
    }
 
    private void addModelsTag(Long taskId,
                              Long productId,
                              String productName,
                              String productNamePath,
                              List<XhProductModel> productList,
                              List<ParamData> paramDataList,
                              List<TaskPhaseModel> taskPhaseModelAll,
                              List<ReliabilityAssess> assessDataList,
                              Element root) {
        Map<String, Integer> vCounter = new HashMap<>();
        vCounter.put("v", 0);
        Element modelsTag = root.addElement("models");
        for (TaskPhaseModel taskPhaseModel : taskPhaseModelAll) {
            Element modelTag = modelsTag.addElement("model");
            modelTag.addAttribute("name", taskPhaseModel.getOperatConditId().toString());
            List<OperatConditModel> gkModelsAssembled = operatConditModelDao.getGKModelAssembled(
                    taskPhaseModel.getOperatConditId());
            OperatConditModel gkModelTop = gkModelsAssembled.stream().filter(item ->
                    productId.equals(item.getProductId())).collect(Collectors.toList()).get(0);
            List<ModelNode> modelNodeAndVnodeList = modelNodeAlgorithmDao.getListByModelId(gkModelTop.getModelId());
            List<Algorithm> algorithmList = algorithmDao.getListByModelId(gkModelTop.getModelId());
            // 将模型转换为DOM,添加到model标签
            Algorithm endAlgo = algorithmList.stream().filter(item ->
                    "end".equals(item.getAlgorithmType())).collect(Collectors.toList()).get(0);
            ModelNode computerNode = modelNodeAndVnodeList.stream().filter(item ->
                    endAlgo.getComputerList().equals(item.getId().toString())).collect(Collectors.toList()).get(0);
            List<ModelNode> list = new ArrayList<>();
            list.add(computerNode);
            node2DOM(taskId,
                    taskPhaseModel,
                    gkModelTop.getModelId(),
                    productId,
                    productName,
                    productNamePath,
                    productList,
                    paramDataList,
                    gkModelsAssembled,
                    algorithmList,
                    modelNodeAndVnodeList,
                    assessDataList,
                    false,
                    null,
                    list,
                    null, null, null, null,
                    modelTag,
                    vCounter);
        }
    }
 
    // 递归函数
    private void node2DOM(Long taskId,
                          TaskPhaseModel taskPhaseModel,
                          Long modelId,
                          Long productId,
                          String productName,
                          String productNamePath,
                          List<XhProductModel> productList,
                          List<ParamData> paramDataList,
                          List<OperatConditModel> gkModelsAssembled,
                          List<Algorithm> algorithmList,
                          List<ModelNode> modelNodeAndVnodeList,
                          List<ReliabilityAssess> assessDataList,
                          boolean sameNameGroup,
                          String sameNameGroupAlgorithmType,
                          List<ModelNode> nodeList,
                          Integer distType,
                          String NoE,
                          String ToE,
                          String F,
                          Element parent,
                          Map<String, Integer> vCounter) {
        if (sameNameGroup) {
            // 相同设备的分组
            Long dataId = nodeList.get(0).getDataId();
            XhProductModel product = productList.stream().filter(item ->
                    dataId.equals(item.getId())).collect(Collectors.toList()).get(0);
            ParamData paramData = paramDataList.stream().filter(item ->
                    dataId.equals(item.getProductId())).collect(Collectors.toList()).get(0);
            String NoEStr = "";
            String ToEStr = "";
            String FStr = "";
//            for (ModelNode node : nodeList) {
            List<ReliabilityAssess> assessDatas = assessDataList.stream().filter(item ->
                    dataId.equals(item.getId())).collect(Collectors.toList());
            NoEStr += ",";
            ToEStr += ",";
            FStr += ",";
            if (assessDatas.size() > 0) {
                NoEStr += assessDatas.get(0).getRunNum() != null ? assessDatas.get(0).getRunNum().toString() : "0";
                ToEStr += assessDatas.get(0).getRunTimes() != null ? assessDatas.get(0).getRunTimes().toString() : "0";
                FStr += assessDatas.get(0).getFailNum() != null ? assessDatas.get(0).getFailNum().toString() : "0";
            }
//            }
            NoEStr = NoEStr.substring(1);
            ToEStr = ToEStr.substring(1);
            FStr = FStr.substring(1);
 
            int counter = vCounter.get("v");
            counter++;
            vCounter.put("v", counter);
            Element sameNameGroupTag = parent.addElement("logic");
            sameNameGroupTag.addAttribute("name",
                    "v" + counter);
            if ("parallel".equals(sameNameGroupAlgorithmType)) {
                sameNameGroupTag.addAttribute("type", "parallel");
            } else {
                sameNameGroupTag.addAttribute("type", "series");
            }
            sameNameGroupTag.addAttribute("nums", String.valueOf(nodeList.size()));
            Element nodeTag = sameNameGroupTag.addElement("node");
            nodeTag.addAttribute("name",
                    nodeList.stream().map(item -> item.getDataId().toString() + "-" + item.getDeviceNo().toString()).
                            collect(Collectors.joining(",")));
            nodeTag.addAttribute("real_name", product.getSameSbName());
            nodeTag.addAttribute("name_path", product.getNamePath());
            if (paramData.getReliabDistribType() == 3) {
                // 二项分布
                nodeTag.addAttribute("distType", "ber");
                nodeTag.addAttribute("NoE", NoEStr);
            } else {
                nodeTag.addAttribute("distType", "exp");
                nodeTag.addAttribute("ToE", ToEStr);
            }
            nodeTag.addAttribute("F", FStr);
        } else {
            // 不同设备(只有1个)
            ModelNode node = nodeList.get(0);
            if ("node".equals(node.getNodeType())) {
                Long dataId = node.getDataId();
                XhProductModel product = productList.stream().filter(item ->
                        dataId.equals(item.getId())).collect(Collectors.toList()).get(0);
                if ("3,4,10".contains(product.getProductType())) {
                    // 系统、分系统、虚单元
                    OperatConditModel gkModel = gkModelsAssembled.stream().filter(item ->
                            dataId.equals(item.getProductId())).collect(Collectors.toList()).get(0);
                    List<Algorithm> algorithmListSub = algorithmDao.getListByModelId(gkModel.getModelId());
                    List<ModelNode> modelNodeAndVnodeListSub = modelNodeAlgorithmDao.getListByModelId(gkModel.getModelId());
                    Algorithm endAlgo = algorithmListSub.stream().filter(item ->
                            "end".equals(item.getAlgorithmType())).collect(Collectors.toList()).get(0);
                    ModelNode computerNode = modelNodeAndVnodeListSub.stream().filter(item ->
                            endAlgo.getComputerList().equals(item.getId().toString())).collect(Collectors.toList()).get(0);
                    List<ModelNode> list = new ArrayList<>();
                    list.add(computerNode);
                    node2DOM(taskId,
                            taskPhaseModel,
                            gkModel.getModelId(),
                            product.getId(),
                            product.getName(),
                            product.getNamePath(),
                            productList,
                            paramDataList,
                            gkModelsAssembled,
                            algorithmListSub,
                            modelNodeAndVnodeListSub,
                            assessDataList,
                            false,
                            null,
                            list,
                            null, null, null, null,
                            parent,
                            vCounter);
                } else if ("5".equals(product.getProductType())) {
                    // 设备
                    Element nodeTag = parent.addElement("node");
                    nodeTag.addAttribute("name", dataId.toString());
                    nodeTag.addAttribute("real_name", product.getName());
                    nodeTag.addAttribute("name_path", product.getNamePath());
                    if (distType == 3) {
                        // 二项分布
                        nodeTag.addAttribute("distType", "ber");
                        nodeTag.addAttribute("NoE", NoE);
                    } else {
                        nodeTag.addAttribute("distType", "exp");
                        nodeTag.addAttribute("ToE", ToE);
                    }
                    nodeTag.addAttribute("F", F);
                }
            } else {
                // vnode(运算节点)
                Algorithm algo = algorithmList.stream().filter(item ->
                        node.getId().equals(item.getId())).collect(Collectors.toList()).get(0);
                if (!"series,parallel,vote".contains(algo.getAlgorithmType())) {
                    throw new RenException("可靠性评定功能目前只支持串联、并联和表决。");
                }
 
                Element element = parent.addElement("logic");
                if (null == productId) {
                    element.addAttribute("name", algo.getId().toString());
                } else {
                    element.addAttribute("name", productId.toString());
                    element.addAttribute("real_name", productName);
                    element.addAttribute("name_path", productNamePath);
                }
                element.addAttribute("type", algo.getAlgorithmType());
 
                String[] computerNodeListStr = algo.getComputerList().split(",");
 
                List<Integer> distTypes = new ArrayList<>();
                List<ModelNode> nodes = new ArrayList<>();
                List<ReliabilityAssess> assessDatas = new ArrayList<>();
                for (String nodeStr : computerNodeListStr) {
                    ModelNode mn = modelNodeAndVnodeList.stream().filter(item ->
                            nodeStr.equals(item.getId().toString())).collect(Collectors.toList()).get(0);
                    nodes.add(mn);
                    if (mn.getDataId() == null) {
                        distTypes.add(null);
                        assessDatas.add(null);
                    } else {
                        List<ParamData> paramDatas1 = paramDataList.stream().filter(item ->
                                mn.getDataId().equals(item.getProductId())).collect(Collectors.toList());
                        if (paramDatas1.size() > 0) {
                            distTypes.add(paramDatas1.get(0).getReliabDistribType());
                        } else {
                            distTypes.add(null);
                        }
                        List<ReliabilityAssess> assessDatas1 = assessDataList.stream().filter(item ->
                                mn.getDataId().equals(item.getId())).collect(Collectors.toList());
                        if (assessDatas1.size() > 0) {
                            assessDatas.add(assessDatas1.get(0));
                        } else {
                            assessDatas.add(null);
                        }
                    }
                }
 
                // 根据同类设备名称进行分组处理(改为根据dataId进行分组)
                Map<String, List<ModelNode>> groupByNameMap = new HashMap<>();
                for (String nodeStr : computerNodeListStr) {
                    ModelNode mn = modelNodeAndVnodeList.stream().filter(item ->
                            nodeStr.equals(item.getId().toString())).collect(Collectors.toList()).get(0);
                    String sameSbName = null;
                    if (mn.getDataId() != null) {
//                        XhProductModel product = productList.stream().filter(item ->
//                                mn.getDataId().equals(item.getId())).collect(Collectors.toList()).get(0);
//                        if ("5".equals(product.getProductType())) sameSbName = product.getSameSbName();
                        sameSbName = mn.getDataId().toString();
                    }
                    if (sameSbName == null) {
                        List<ModelNode> list = new ArrayList<>();
                        list.add(mn);
                        groupByNameMap.put(mn.getId().toString(), list);
                    } else {
                        if (groupByNameMap.containsKey(sameSbName)) {
                            groupByNameMap.get(sameSbName).add(mn);
                        } else {
                            List<ModelNode> list = new ArrayList<>();
                            list.add(mn);
                            groupByNameMap.put(sameSbName, list);
                        }
                    }
                }
 
                // 表决
                if ("vote".equals(algo.getAlgorithmType())) {
                    element.addAttribute("k", algo.getVoteNum().toString());
                    if (groupByNameMap.size() == 1) {
                        // 只有1个分组,说明设备都相同
                        element.addAttribute("nums", String.valueOf(computerNodeListStr.length));
                        Element nodeTag = element.addElement("node");
                        createNodeTagSameDevice(nodes, distTypes, assessDatas, nodeTag);
                    } else {
                        // 不全是相同设备,按不同设备处理
                        for (int i = 0; i < computerNodeListStr.length; i++) {
                            List<ModelNode> list = new ArrayList<>();
                            list.add(nodes.get(i));
                            String NoEStr = "0";
                            String ToEStr = "0";
                            String FStr = "0";
                            if (assessDatas.get(i) != null) {
                                NoEStr = assessDatas.get(i).getRunNum() != null ? assessDatas.get(i).getRunNum().toString() : "0";
                                ToEStr = assessDatas.get(i).getRunTimes() != null ? assessDatas.get(i).getRunTimes().toString() : "0";
                                FStr = assessDatas.get(i).getFailNum() != null ? assessDatas.get(i).getFailNum().toString() : "0";
                            }
                            node2DOM(taskId,
                                    taskPhaseModel,
                                    modelId,
                                    null,
                                    null,
                                    null,
                                    productList,
                                    paramDataList,
                                    gkModelsAssembled,
                                    algorithmList,
                                    modelNodeAndVnodeList,
                                    assessDataList,
                                    false,
                                    null,
                                    list,
                                    distTypes.get(i), NoEStr, ToEStr, FStr,
                                    element,
                                    vCounter);
                        }
                    }
                    return;
                }
 
                if ("parallel".equals(algo.getAlgorithmType())) {
                    if (groupByNameMap.size() == 1) {
                        // 只有1个分组,说明设备都相同
                        element.addAttribute("nums", String.valueOf(computerNodeListStr.length));
                        Element nodeTag = element.addElement("node");
                        createNodeTagSameDevice(nodes, distTypes, assessDatas, nodeTag);
                        return;
                    }
                }
 
                Iterator<String> iterator = groupByNameMap.keySet().iterator();
                while (iterator.hasNext()) {
                    String name = iterator.next();
                    List<ModelNode> list = groupByNameMap.get(name);
                    if (list.size() > 1) {
                        // 相同名称的设备
                        node2DOM(taskId,
                                taskPhaseModel,
                                modelId,
                                null,
                                null,
                                null,
                                productList,
                                paramDataList,
                                gkModelsAssembled,
                                algorithmList,
                                modelNodeAndVnodeList,
                                assessDataList,
                                true,
                                algo.getAlgorithmType(),
                                list,
                                null, null, null, null,
                                element,
                                vCounter);
                    } else {
                        // 不同名称节点(1个节点)
                        Integer distTypeParam = null;
                        String NoEStr = null;
                        String ToEStr = null;
                        String FStr = null;
                        ModelNode oneNode = list.get(0);
                        if (oneNode.getDataId() != null) {
                            List<ParamData> paramDatas = paramDataList.stream().filter(item ->
                                    oneNode.getDataId().equals(item.getProductId())).collect(Collectors.toList());
                            if (paramDatas.size() > 0) {
                                distTypeParam = paramDatas.get(0).getReliabDistribType();
                            }
                            List<ReliabilityAssess> assessDatas1 = assessDataList.stream().filter(item ->
                                    oneNode.getDataId().equals(item.getId())).collect(Collectors.toList());
                            if (assessDatas1.size() > 0) {
                                NoEStr = assessDatas1.get(0).getRunNum() != null ? assessDatas1.get(0).getRunNum().toString() : "0";
                                ToEStr = assessDatas1.get(0).getRunTimes() != null ? assessDatas1.get(0).getRunTimes().toString() : "0";
                                FStr = assessDatas1.get(0).getFailNum() != null ? assessDatas1.get(0).getFailNum().toString() : "0";
                            }
                        }
                        node2DOM(taskId,
                                taskPhaseModel,
                                modelId,
                                null,
                                null,
                                null,
                                productList,
                                paramDataList,
                                gkModelsAssembled,
                                algorithmList,
                                modelNodeAndVnodeList,
                                assessDataList,
                                false,
                                null,
                                list,
                                distTypeParam, NoEStr, ToEStr, FStr,
                                element,
                                vCounter);
                    }
                }
            }
        }
    }
 
    private void createNodeTagSameDevice(List<ModelNode> nodes,
                                         List<Integer> distTypes,
                                         List<ReliabilityAssess> assessDatas,
                                         Element nodeTag) {
        String NoEStr = "";
        String ToEStr = "";
        String FStr = "";
        for (ReliabilityAssess assessData : assessDatas) {
            if (assessData != null) {
                NoEStr += "," + (assessData.getRunNum() != null ? assessData.getRunNum().toString() : "0");
                ToEStr += "," + (assessData.getRunTimes() != null ? assessData.getRunTimes().toString() : "0");
                FStr += "," + (assessData.getFailNum() != null ? assessData.getFailNum().toString() : "0");
                break;
            }
        }
        NoEStr = NoEStr.substring(1);
        ToEStr = ToEStr.substring(1);
        FStr = FStr.substring(1);
 
        nodeTag.addAttribute("name",
                nodes.stream().map(item -> item.getDataId().toString() + "-" + item.getDeviceNo().toString()).
                        collect(Collectors.joining(",")));
        if (distTypes.get(0) == 3) {
            // 二项分布
            nodeTag.addAttribute("distType", "ber");
            nodeTag.addAttribute("NoE", NoEStr);
        } else {
            nodeTag.addAttribute("distType", "exp");
            nodeTag.addAttribute("ToE", ToEStr);
        }
        nodeTag.addAttribute("F", FStr);
    }
 
    private void addTasksTag(List<TaskPhaseModel> taskPhaseModelAll,
                             Element root) {
        Element tasksTag = root.addElement("tasks");
        for (TaskPhaseModel taskPhaseModel : taskPhaseModelAll) {
            Element taskTag = tasksTag.addElement("task");
            taskTag.addAttribute("duration", String.valueOf(taskPhaseModel.getOperatConditDuration()));
            taskTag.addAttribute("model", taskPhaseModel.getOperatConditId().toString());
        }
    }
 
    private Result callReliaAssessLib(AssessResult assessResult) {
        Result result = null;
        InputStream is = null;
        BufferedReader br = null;
        try {
            try {
                setParamToRedis(assessResult);
            } catch (Exception e) {
                throw new RenException("访问Redis失败。请检查Redis是否已启动。");
            }
 
            Process process = null;
            String command = "python " + assessMain;
            command += " -ip " + redisHost + " -port " + redisPort;
            command += " -taskType " + RELIA_ASSESS_TASK_TYPE_SIMULATION + " -taskId " + assessResult.getId().toString();
            logger.info("cmd命令为:" + command);
            if (System.getProperty("os.name").toLowerCase().indexOf("windows") > -1) {
                process = Runtime.getRuntime().exec(new String[]{"cmd", "/c", command});
            } else if (System.getProperty("os.name").toLowerCase().indexOf("linux") > -1) {
                process = Runtime.getRuntime().exec(new String[]{"/bin/sh", "-c", command});
            } else {
                throw new RenException("暂不支持该操作系统,进行启动算法库计算!");
            }
            is = process.getInputStream();
            // 以命令行方式调用算法库时,接口约定返回的结果是utf-8编码
            br = new BufferedReader(new InputStreamReader(is, "utf-8"));
            String line = br.readLine();
            logger.info("算法库返回结果:" + line);
            int exitCode = process.waitFor(); // 同步方式,等待算法库计算完毕
            if (line != null) {
                ReliaSimLibResult rtn = com.alibaba.fastjson.JSONObject.parseObject(line, ReliaSimLibResult.class);
                if ("0".equals(rtn.getCode())) {
                    logger.info("启动可靠性评定算法库成功。");
                    if (exitCode == 0) {
                        deleteAssessInfoInRedis(assessResult.getId());
                        result = Result.ok();
                    } else {
                        result = Result.error("可靠性评定算法库计算失败: exitCode=" + exitCode);
                    }
                } else {
                    String errorMsg = rtn.getErrorMsg();
                    throw new RenException("启动可靠性评定算法库失败: errorMsg=" + errorMsg);
                }
            }
        } catch (Exception e) {
            logger.error("启动可靠性评定算法库时发生Exception:", e);
            e.printStackTrace();
            throw new RenException("启动可靠性评定算法库失败: errorMsg=" + e.getMessage());
        } finally {
            if (is != null) {
                try {
                    is.close();
                } catch (Exception e) {
                    e.printStackTrace();
                }
            }
            if (br != null) {
                try {
                    br.close();
                } catch (Exception e) {
                    e.printStackTrace();
                }
            }
        }
 
        return result;
    }
 
    private void setParamToRedis(AssessResult assessResult) {
        String key = assessResult.getId().toString() + RELIA_ASSESS_TASK_TYPE_SIMULATION;
        logger.info("redis key:" + key);
        com.alibaba.fastjson.JSONObject jsonObject = new com.alibaba.fastjson.JSONObject();
        jsonObject.put("xmlfile", assessResult.getXml());
        jsonObject.put("confidence_level", assessResult.getConfidence());
        jsonObject.put("result_home", resultHome);
        redisTemplate.opsForValue().set(key, jsonObject.toJSONString());
    }
 
    public void deleteAssessInfoInRedis(Long assessId) {
        redisTemplate.delete(assessId.toString() + RELIA_ASSESS_TASK_TYPE_SIMULATION);
    }
 
 
    public List<Map<String, Object>> importProductExcel(MultipartFile mutFile, String progressId, Long shipId, Long itemId) {
        Date beginDate = new Date();
        List<Map<String, Object>> list = new ArrayList<>();//存储所有的导入状态
        Map<String, Object> map;//存储每一行的状态
        Integer sum = 0; // 总共的条数
        Integer suc = 0; // 成功的条数
        Integer err = 0; // 失败的条数
        int row1 = 0;
        Map<String, Object> errMap = new HashMap<>();
 
        try {
            // 获取导入文件的后缀名
            String fileName = mutFile.getOriginalFilename();
            Workbook workbook = null;
            //解决excel版本问题
            if (fileName != null && fileName.endsWith(".xls")) {
                workbook = new HSSFWorkbook(mutFile.getInputStream());
            } else if (fileName != null && fileName.endsWith(".xlsx")) {
                workbook = new XSSFWorkbook(mutFile.getInputStream());
            }
            assert workbook != null; //断言如果[boolean表达式]为true,则程序继续执行。 如果为false,则程序抛出AssertionError,并终止执行。
            int sheets = workbook.getNumberOfSheets();
 
            Map<String, XhProductModel> modelMap = new HashMap<>();
            List<XhProductModel> prductList = baseDao.getProductPath(shipId);
 
            for (XhProductModel product : prductList) {
                if (StringUtils.isNotBlank(product.getNamePath())) {
                    modelMap.put(product.getNamePath(), product);
                }
            }
 
            String shipPath = "";
            String xtPath = "";
            String fxtPath = "";
            String sbPath = "";
            String path = "";
            for (int i = 0; i < sheets; i++) {
                Sheet sheet = workbook.getSheetAt(i);
                int num = sheet.getLastRowNum(); // 一共有多少行
                for (int j = 1; j <= num; j++) {
                    CacheUtils.put(progressId, "speed", CommonUtils.getPercent(j, num));
                    CacheUtils.put(progressId, "msg", "共" + num + "行,已完成第" + j + "行");
 
                    row1 = j;
                    String pattern = "yyyy-MM-dd";
                    Row row = sheet.getRow(row1);
 
                    String name = ImportUtil.getCellValue(row, 1, pattern); //节点名称
                    String type = ImportUtil.getCellValue(row, 2, pattern);//节点类型
                    String runNumStr = ImportUtil.getCellValue(row, 3, pattern); //运行时长
                    String runTimeStr = ImportUtil.getCellValue(row, 4, pattern); //运行次数
                    String failNumStr = ImportUtil.getCellValue(row, 5, pattern); //失败次数
 
                    if (StringUtils.isBlank(name) || StringUtils.isBlank(type))
                        continue;
 
                    Integer runNum = 0;
                    Double runTime = 0.0;
                    Integer failNum = 0;
                    if (StringUtils.isNotBlank(runNumStr)) {
                        runNum = Integer.valueOf(runNumStr);
                    }
                    if (StringUtils.isNotBlank(runTimeStr)) {
                        runTime = Double.valueOf(runTimeStr);
                    }
                    if (StringUtils.isNotBlank(failNumStr)) {
                        failNum = Integer.valueOf(failNumStr);
                    }
 
                    Long productId = null;
                    if (type.equals("总体")) {
                        path = shipPath = name;
                        xtPath = "";
                        fxtPath = "";
                        productId = shipId;
                    } else {
                        if (type.equals("系统")) {
                            if (StringUtils.isNotBlank(shipPath)) {
                                path = xtPath = name;
                                fxtPath = "";
                            } else {
                                continue;
                            }
                        }
                        if (type.equals("分系统")) {
                            if (StringUtils.isNotBlank(xtPath)) {
                                path = fxtPath = xtPath + "," + name;
                            } else {
                                continue;
                            }
                        }
                        if (type.equals("设备")) {
                            if ((StringUtils.isNotBlank(xtPath) || StringUtils.isNotBlank(fxtPath))) {
                                path = StringUtils.isNotBlank(fxtPath) ? fxtPath + "," + name : xtPath + "," + name;
                            } else {
                                continue;
                            }
                        }
                        if (modelMap.get(path) != null) {
                            productId = modelMap.get(path).getId();
                        }
                    }
 
                    baseDao.deleteByItemId(itemId);
                    ReliabilityAssess assess = new ReliabilityAssess();
                    assess.setFailNum(failNum);
                    assess.setRunNum(runNum);
                    assess.setRunTimes(runTime);
 
                    assess.setItemId(itemId);
                    assess.setProductId(productId);
                    this.insert(assess);
                }
            }
        } catch (Exception e) {
            e.printStackTrace();
            ImportUtil.updateErrMap(errMap, "导入异常" + e.getMessage(), "", row1);
        }
 
        Date nowDate = new Date();
        String msg = "导入时间:" + CommonUtils.getDatePoor(nowDate, beginDate) + "\r\n";
        System.out.println(msg);
        suc = sum - err;
        map = new HashMap<>();
        map.put("sum", sum + ""); // 所有导入的条数
        map.put("suc", suc + ""); // 成功的条数
        map.put("err", err + ""); // 失败的条数
        list.add(map);
        list.add(errMap);
        return list;
    }
 
    public List<AssessItem> getAssessDataList(Long productId) {
        return baseDao.getAssessDataList(productId);
    }
 
    public void downloadXml(HttpServletRequest request, HttpServletResponse response, Long productId, Long taskId, Long itemId, Integer xml) {
        Long assessId = baseDao.getAssessId(itemId, productId, taskId);
        String json="";
        if (xml == 1) {
            json = baseDao.getxml(assessId);
        } else {
            String filePath = path + "/" + assessId + "/" + "result.xml";
            InputStream in = null;
            File file = new File(filePath);
            if (file.exists()) {
                try {
                    in = new FileInputStream(filePath);
                    json = IOUtils.toString(in);
                } catch (IOException e) {
                    throw new RenException("文件不存在或者文件打不开");
                } finally {
                    try {
                        in.close();
                    } catch (IOException e) {
                        e.printStackTrace();
                    }
                }
            }
        }
        simulatAssessService.writeToTxt(request, response, json, "评定");
    }
}