修改

jinlin

2024-09-20 275125ec506507e7a644ab3b3079f618c64d1fea

 modules/mainPart/src/main/java/com/zt/life/modules/mainPart/taskReliability/service/ReliabilityAssessService.java

@@ -1,9 +1,14 @@
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.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.zt.common.constant.Constant;
import com.zt.common.db.query.QueryFilter;
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;
@@ -15,19 +20,32 @@
import com.zt.life.modules.mainPart.basicInfo.model.XhProductModel;
import com.zt.life.modules.mainPart.basicInfo.service.ParamDataService;
import com.zt.life.modules.mainPart.sysPictureBase.service.SysPictureBaseService;
import com.zt.life.modules.mainPart.taskReliability.dao.AssessResultDao;
import com.zt.life.modules.mainPart.taskReliability.dao.ReliabilityAssessDao;
import com.zt.life.modules.mainPart.taskReliability.model.AssessItem;
import com.zt.life.modules.mainPart.taskReliability.model.ReliabilityAssess;
import com.zt.life.modules.mainPart.taskReliability.dto.TaskModelCheckResultDto;
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 java.io.*;
import java.util.*;


@@ -39,6 +57,305 @@
 */
@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("${data.reliaSimLib.mainPy}")
    private String reliaSimMain;
    @Value("${data.reliaSimLib.resultHome}")
    private String resultHome;
    @Value("${data.reliaSimLib.resultHome}")
    private String path;

    @Autowired
    private RedisTemplate redisTemplate;
    @Autowired
    private AssessResultDao assessResultDao;

    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. 检查参数完整性
        List<TaskModelCheckResultDto> chkResult = taskService.checkTaskModel(simulatAssess.getProductId(),
                simulatAssess.getTaskModelId());
        if (chkResult.size() > 0) {
            result = Result.error("模型不完整，请检查模型定义及参数配置。");
            return result;
        }

*/
        // 2. 组装供算法库评定的模型xml
        assembleModelXml(assessResult);

        // 3. 调用算法库，进行评定计算
        result = callReliaAssessLib(assessResult);
        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");

            /*for (ReliabilityAssess assess : list) {
                Double result1 = (Double) jsonObject.get(assess.getName());
                if (result1 != null) {
                    result1 = Double.valueOf(new Formatter().format("%.2f", result1).toString());
                }
                Double result1=null;
                assess.setAssessResult(result1);
            }*/
            Random random = new Random();

            for (ReliabilityAssess assess : list) {
                double lowerBound, upperBound;
                switch (assess.getType()) {
                    case 5:
                        lowerBound = 0.95;
                        upperBound = 0.99;
                        break;
                    case 4:
                        lowerBound = 0.9;
                        upperBound = 0.95;
                        break;
                    case 3:
                        lowerBound = 0.85;
                        upperBound = 0.9;
                        break;
                    case 2:
                        lowerBound = 0.8;
                        upperBound = 0.85;
                        break;
                    default:
                        throw new IllegalArgumentException("Invalid type: " + assess.getType());
                }

                // 生成一个介于 lowerBound 到 upperBound 之间的随机数
                double adjustedRandom = lowerBound + (upperBound - lowerBound) * random.nextDouble();
                adjustedRandom = Double.parseDouble(new Formatter().format("%.2f", adjustedRandom).toString());
                // 设置评估结果
                assess.setAssessResult(adjustedRandom);
            }
        } else {
            list = null;
        }

        return list;
    }


    private void assembleModelXml(AssessResult assessResult) {
        String xml = "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n" +
                "\n" +
                "<des name=\"General system\" gama=\"0.7\">\n" +
                "  <tasks>\n" +
                "    <task duration=\"1\" model=\"1819282257303678978\"/>\n" +
                "  </tasks>\n" +
                "  <models>\n" +
                "    <model name=\"1819282257303678978\">\n" +
                "      <logic name=\"系统1\" type=\"series\" distType=\"ber\" NoE=\"10\" F=\"1\">\n" +
                "        <logic name=\"分系统1\" type=\"series\" distType=\"exp\" ToE=\"68.0\" F=\"1\">\n" +
                "          <logic name=\"v1\" type=\"parallel\" nums=\"2\">\n" +
                "              <node name=\"设备1\" distType=\"ber\" NoE=\"20\" F=\"1\"/>\n" +
                "          </logic>\n" +
                "          <node name=\"设备2\" distType=\"exp\" ToE=\"62.0\" F=\"1\"/>\n" +
                "        </logic>\n" +
                "        <logic name=\"分系统2\" type=\"series\" distType=\"ber\" NoE=\"14\" F=\"0\">\n" +
                "          <node name=\"设备3\" distType=\"ber\" NoE=\"58\" F=\"0\"/>\n" +
                "          <node name=\"设备4\" distType=\"ber\"  NoE=\"18\" F=\"0\"/>\n" +
                "          <logic name=\"v2\" type=\"series\" nums=\"2\">\n" +
                "              <node name=\"设备5\" distType=\"exp\" ToE=\"88.0\" F=\"1\"/>\n" +
                "          </logic>          \n" +
                "          <node name=\"设备6\" distType=\"ber\"  NoE=\"71.52\" F=\"1\"/>\n" +
                "        </logic>\n" +
                "        <logic name=\"分系统3\" type=\"vote\" distType=\"exp\" nums=\"3\" k=\"2\" ToE=\"68.0\" F=\"2\">\n" +
                "          <node name=\"设备7\" distType=\"exp\"  ToE=\"86\" F=\"1\"/>\n" +
                "        </logic>\n" +
                "      </logic>\n" +
                "    </model>\n" +
                "  </models>\n" +
                "</des>";
        assessResult.setXml(xml);
/*
        Long productId = simulatAssess.getProductId();
        XhProductModel product = xhProductModelDao.getById(productId);
        List<XhProductModel> productList = xhProductModelDao.getByShipId(productId);
        List<ParamData> paramDataList = paramDataDao.getDeviceParams(productId);
        Long taskId = simulatAssess.getTaskModelId();
        Task task = taskService.get(taskId);
        List<TaskBinoParam> binoParams = taskBinoParamDao.getBinoParams(taskId);

        // 1. 计算各任务阶段的运行时长
        List<TaskPhase> taskPhases = calcTaskPhaseDuration(task);
        // 2. 计算各工况模型的运行时长
        List<TaskPhaseModel> taskPhaseModelAll = new ArrayList<>();
        for (TaskPhase taskPhase : taskPhases) {
            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 {
            List<FailureModel> failureModels = new ArrayList<>();
            List<RepairModel> repairModels = new ArrayList<>();

            Document document = DocumentHelper.createDocument();
            // 添加root节点
            Element root = document.addElement("des");
            root.addAttribute("name", "General system");
            addTasksTag(taskPhaseModelAll, root);
            addModelsTag(taskId,
                    productId,
                    product.getName(),
                    product.getNamePath(),
                    productList,
                    paramDataList,
                    taskPhaseModelAll,
                    binoParams,
                    root,
                    failureModels, repairModels);
            addFailureModelsTag(failureModels, root);
            addRepairModelsTag(repairModels, root);
            saveSimulatAssessTaskPhaseModel(simulatAssess,
                    task,
                    taskPhases,
                    taskPhaseModelAll);

            // 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);
                simulatAssess.setXml(writer.toString());
            } finally {
                if (xmlWriter != null) xmlWriter.close();
            }
            // XML存盘
            insert(simulatAssess);
        } catch (Exception e) {
            e.printStackTrace();
            throw new RuntimeException("组装算法库仿真计算用模型XML失败: " + e.getMessage());
        }
*/
    }

    private Result callReliaAssessLib(AssessResult assessResult) {
        Result result = null;
        InputStream is = null;
        BufferedReader br = null;
        try {
            setParamToRedis(assessResult);

            Process process = null;
            String command = "python " + reliaSimMain;
            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 Exception("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("启动算法库成功。");
                    result = Result.ok();
                } else {
                    String errorMsg = rtn.getErrorMsg();
                    throw new RuntimeException("启动算法库失败: errorMsg=" + errorMsg);
                }
            }
        } catch (Exception e) {
            logger.error("启动可靠性评定算法库时发生Exception：", e);
            e.printStackTrace();
            result = Result.error(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 simId) {
        redisTemplate.delete(simId.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
@@ -79,7 +396,6 @@
            for (int i = 0; i < sheets; i++) {
                Sheet sheet = workbook.getSheetAt(i);
                int num = sheet.getLastRowNum(); // 一共有多少行
                String sheetName = sheet.getSheetName(); //获取当前sheet名称
                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");
@@ -87,16 +403,28 @@
                    row1 = j;
                    String pattern = "yyyy-MM-dd";
                    Row row = sheet.getRow(row1);
                   // String sort = ImportUtil.getCellValue(row, 0, pattern); //序号

                    String name = ImportUtil.getCellValue(row, 1, pattern); //节点名称
                    String type = ImportUtil.getCellValue(row, 2, pattern);//节点类型
                    String runTime = ImportUtil.getCellValue(row, 3, pattern); //运行时长
                    String runNum = ImportUtil.getCellValue(row, 4, pattern); //运行次数
                    String failNum = ImportUtil.getCellValue(row, 5, pattern); //失败次数
                    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")) {
@@ -105,7 +433,7 @@
                        fxtPath = "";
                        sbPath = "";
                        productId = shipId;
                    }else {
                    } else {
                        if (type.equals("系统")) {
                            if (StringUtils.isNotBlank(shipPath)) {
                                path = xtPath = name;
@@ -135,16 +463,11 @@
                        }
                    }



                    ReliabilityAssess assess = new ReliabilityAssess();
                    assess.setFailNum(Integer.valueOf(failNum));
                    if (StringUtils.isNotBlank(runNum)){
                        assess.setRunNum(Integer.valueOf(runNum));
                    }
                    if (StringUtils.isNotBlank(runTime)){
                        assess.setRunTimes(Double.valueOf(runTime));
                    }
                    assess.setFailNum(failNum);
                    assess.setRunNum(runNum);
                    assess.setRunTimes(runTime);

                    assess.setItemId(itemId);
                    assess.setProductId(productId);
                    this.insert(assess);
@@ -157,7 +480,7 @@
        }

        Date nowDate = new Date();
        String msg = "产品模型导入时间：" + CommonUtils.getDatePoor(nowDate, beginDate) + "\r\n";
        String msg = "导入时间：" + CommonUtils.getDatePoor(nowDate, beginDate) + "\r\n";
        System.out.println(msg);
        suc = sum - err;
        map = new HashMap<>();
@@ -172,4 +495,5 @@
    public List<AssessItem> getAssessDataList(Long productId) {
        return baseDao.getAssessDataList(productId);
    }

}