可靠性仿真评估时后端增加可修设备可修阶段可靠度固定为1的控制

xyc

2024-10-23 cae45a58ba516a475341eb95a8d4748c3f17ac88

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

@@ -1,17 +1,32 @@
package com.zt.life.modules.mainPart.taskReliability.service;

import com.alibaba.fastjson.JSONObject;
import cn.hutool.json.JSONObject;
import cn.hutool.json.JSONArray;
import cn.hutool.json.XML;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.spire.pdf.tables.table.convert.Convert;
import com.zt.common.exception.RenException;
import com.zt.common.service.BaseService;
import com.zt.common.servlet.Result;
import com.zt.common.utils.TreeUtils;
import com.zt.common.utils.UUIDUtil;
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.common.utils.JsonUtils2;
import com.zt.life.modules.mainPart.taskReliability.dao.SimulatAssessDao;
import com.zt.life.modules.mainPart.taskReliability.dao.TimeDiagramDao;
import com.zt.life.modules.mainPart.taskReliability.dto.*;
import com.zt.life.modules.mainPart.taskReliability.dto.ProductStatusDto;
import com.zt.life.modules.mainPart.taskReliability.dto.TaskModelCheckResult;
import com.zt.life.modules.mainPart.taskReliability.dto.TaskModelCheckResultDto;
import com.zt.life.modules.mainPart.taskReliability.dto.TaskPhaseConstraintDto;
import com.zt.life.modules.mainPart.taskReliability.model.*;
import com.zt.life.modules.mainPart.utils.GetStringSpace;
import io.swagger.models.auth.In;
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang3.StringUtils;
import org.dom4j.Document;
import org.dom4j.DocumentHelper;
import org.dom4j.Element;
@@ -19,18 +34,21 @@
import org.dom4j.io.XMLWriter;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.zt.life.modules.mainPart.taskReliability.model.ModelRbd;
import com.zt.life.modules.mainPart.taskReliability.model.SimulatAssess;
import com.zt.life.modules.mainPart.taskReliability.model.SimulatAssessTaskPhaseModel;
import com.zt.life.modules.mainPart.taskReliability.model.TimeDiagram;
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 java.io.BufferedReader;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.StringWriter;
import java.util.ArrayList;
import java.util.List;
import java.io.*;
import java.nio.file.FileAlreadyExistsException;
import java.util.*;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import java.util.stream.Collectors;


@@ -41,9 +59,10 @@
 * @since 1.0.0 2024-03-20
 */
@Service
public class SimulatAssessService  extends BaseService<SimulatAssessDao, SimulatAssess> {
public class SimulatAssessService extends BaseService<SimulatAssessDao, SimulatAssess> {
    private static final Logger logger = LoggerFactory.getLogger(SimulatAssessService.class);
    private static final String RELIA_SIM_TASK_TYPE_SIMULATION = "calcreq";
    public static final String RELIA_SIM_TASK_TYPE_SIMULATION = "calcreq";
    public static final String RELIA_SIM_TASK_TYPE_PROGRESS = "calcprog";

    @Value("${spring.redis.host}")
    private String redisHost;
@@ -53,13 +72,13 @@
    private String reliaSimMain;
    @Value("${data.reliaSimLib.resultHome}")
    private String resultHome;
    @Value("${data.reliaSimLib.fixedRandomSeed}")
    private String fixedRandomSeed;

    @Autowired
    private RedisTemplate redisTemplate;
    @Autowired
    private TaskService taskService;
    @Autowired
    private TaskPhaseService taskPhaseService;
    @Autowired
    private SimulatAssessTaskPhaseModelService simulatAssessTaskPhaseModelService;
    @Autowired
@@ -76,6 +95,27 @@
    private XhProductModelDao xhProductModelDao;
    @Autowired
    private ParamDataDao paramDataDao;
    @Autowired
    private TaskBinoParamDao taskBinoParamDao;
    @Autowired
    private TaskRepairParamDao taskRepairParamDao;

    @Autowired
    private TimeDiagramDao timeDiagramDao;

    @Value("${data.reliaSimLib.resultHome}")
    private String path;

    private JSONObject dialgramJson;


    String templetStr = "{\"cells\":[]}";
    Map<String, JSONObject> templetsMap = new HashMap<>();
    Map<String, String> templetsStrMap = new HashMap<>();
    Map<Integer, String> templetsStrMap2 = new HashMap<>();

    private JSONObject xmlJSONObj;


    /**
     * 分页查询
@@ -100,29 +140,524 @@
        return baseDao.getNumById(productId, taskModelId);
    }

    public List<SimulatAssess> getList(Long productId, Long taskModelId) {
        return baseDao.getList(productId, taskModelId);
    public List<SimulatAssess> getList(Long taskModelId) {
        return baseDao.getList(taskModelId);
    }

    public SimulatAssess getByTaskId(Long taskModelId) {
        return baseDao.getByTaskId(taskModelId);
    }

    public SimulatAssess getParams(Long id, Long taskModelId) {
        return baseDao.getParams(id, taskModelId);
    }

    public List<ProductStatusDto> getChildren(Long productId, Long taskId) {
    public List<ProductStatusDto> getProduct(Long productId, Long taskId) {
        return baseDao.getChildren(productId, taskId);
    }

    @Transactional(rollbackFor = Exception.class)
    public Result simulate(SimulatAssess simulatAssess) {
        Result result = null;
        // 1. 检查模型完整性
        List<TaskModelCheckResult> 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;
    public TimeDiagramDto getTimeDiagram(Long productId, Long taskId, Long fzId, double smallWidth, double minPointNum) {
        TimeDiagramDto timeDiagramDto = new TimeDiagramDto();
        timeDiagramDto.setSmallWidth(smallWidth);
        timeDiagramDto.setMinPointNum(minPointNum);
        String filePath = path + "/" + fzId + "/" + "status.json";
        ObjectMapper mapper = new ObjectMapper();
        String jsonStr = null;
        try {
            // 使用 ObjectMapper 的 readValue 方法，将文件中的 JSON 数据转换为一个 Java 对象
            // 这里使用 Object 类作为泛型参数，表示任意类型的对象
            Object obj = mapper.readValue(new File(filePath), Object.class);
            // 使用 ObjectMapper 的 writeValueAsString 方法，将 Java 对象转换为 JSON 字符串
            jsonStr = mapper.writeValueAsString(obj);

        } catch (IOException e) {
            // 处理异常
            e.printStackTrace();
            throw new RenException("文件不存在或者文件打不开");
        }
        dialgramJson = new JSONObject(jsonStr);

        // 阶段模型
        List<SimulatAssessTaskPhaseModel> modelDtoList = baseDao.getModelList(productId, fzId);
        // 所有阶段模型的节点集合 （线条）
        List<ProductStatusDto> list = this.getStatusData(productId, taskId);
        // 每次仿真记录
        SimulatAssess simulatAssess = this.get(fzId);

        JSONObject jsonObject = new JSONObject(templetStr);
        JSONArray jsonArray = jsonObject.getJSONArray("cells");

        JSONObject jsonObject3 = new JSONObject(templetStr);
        JSONArray jsonArray3 = jsonObject3.getJSONArray("cells");

        String modelStr2 = this.getPetsInfo();
        double x1 = 0;
        double x2 = 0;
        int y = -10;
        int groupY = 0;
        int spaceHeight = 20;
        int groupHeight = 20;

        double pointNumPerHour = 60.0 / simulatAssess.getSamplPeriod();

        //时序图线
        List<TimeDiagramStatusDto> statusDtoList = new ArrayList<>();
        List<TimeDiagramStatusDto> statusDtoListOld = new ArrayList<>();
        for (int i = 0; i < list.size(); i++) {
            x1 = 0;
            groupY = groupHeight * i;
            ProductStatusDto dto = list.get(i);
            double startTime = 0.0;
            int status2 = 5;
            for (StatusDto status : dto.getStatusList()) {
                switch (status.getStatus()) {
                    case "O":
                        y = groupY;
                        status2 = 5;
                        break;
                    case "F":
                        y = groupY;// + spaceHeight;
                        status2 = 1;
                        break;
                    case "I":
                        y = groupY;// + spaceHeight;
                        status2 = 3;
                        break;
                    case "S":
                        y = groupY;// + spaceHeight;
                        status2 = 2;
                        break;
                    case "M":
                        y = groupY;// + 2 * spaceHeight;
                        status2 = 4;
                        break;
                }
                x2 = x1 + status.getTimes() * pointNumPerHour + 5;
                if (i == 0) {
                    statusDtoList.add(new TimeDiagramStatusDto(x1, x2, status2));
                } else {
                    statusDtoListOld.add(new TimeDiagramStatusDto(x1, x2, status2));
                }
                JSONObject lineJson = new JSONObject(templetsStrMap.get(status.getStatus()));
                setlineXy(lineJson, x1, y, x2, y, "");
                JsonUtils2.setJsonValueByPath(lineJson, "data/status".split("/"), status.getStatus());
                JsonUtils2.setJsonValueByPath(lineJson, "data/startTimes".split("/"), String.format("%.1f", startTime));
                JsonUtils2.setJsonValueByPath(lineJson, "data/endTimes".split("/"), String.format("%.1f", startTime + status.getTimes()));
                JsonUtils2.setJsonValueByPath(lineJson, "id".split("/"), UUIDUtil.generateId().toString());
                startTime = startTime + status.getTimes();
                x1 = x2 - 5;
                jsonArray.add(lineJson);
            }
            JSONObject textJson = new JSONObject(templetsStrMap.get("text"));
            JsonUtils2.setJsonValueByPath(textJson, "id".split("/"), UUIDUtil.generateId().toString());
            JsonUtils2.setJsonValueByPath(textJson, "attrs/label/textWrap/text".split("/"), dto.getName());
            JsonUtils2.setJsonValueByPath(textJson, "position/x".split("/"), 20);
            JsonUtils2.setJsonValueByPath(textJson, "position/y".split("/"), y - 15);
            jsonArray3.add(textJson);
        }

        //阶段模型及刻度
        x1 = 0;
        x2 = 0;
        double y1 = -60;
        y = -40;
        double y2 = -30;

        JSONObject modelJson = new JSONObject(templetsStrMap.get("model"));
        setlineXy(modelJson, 1, y1, 1, y2, null);
        jsonArray.add(modelJson);
        double totalHours = 0;
        for (int i = 0; i < modelDtoList.size(); i++) {
            JSONObject modelJson2 = new JSONObject(templetsStrMap.get("model"));
            SimulatAssessTaskPhaseModel modelDto = modelDtoList.get(i);
            totalHours = totalHours + modelDto.getGkDuration();
            double gkPoint = modelDto.getGkDuration() * pointNumPerHour;
            x2 = x2 + gkPoint;
            if (i < modelDtoList.size() - 1) {
                setlineXy(modelJson2, x2, y1, x2, y, null);
            } else {
                setlineXy(modelJson2, x2, y1, x2, y2, null);
            }
            jsonArray.add(modelJson2);

            //判断是否有模型
            ModelRbd modelRbd = baseDao.getModelByProductGk(modelDto.getGkId(), productId);
            String modelName = "未用";
            String modelId = "";
            if (modelRbd != null) {
                modelName = modelRbd.getModelName();
                modelId = modelRbd.getId().toString();
            }
            Map<String, Integer> mapSpace = GetStringSpace.getStringSpaceSize(modelName, null, 12);
            JSONObject textJson = new JSONObject(templetsStrMap.get("text"));
            JsonUtils2.setJsonValueByPath(textJson, "data/dataId".split("/"), modelId);
            JsonUtils2.setJsonValueByPath(textJson, "id".split("/"), UUIDUtil.generateId().toString());
            JsonUtils2.setJsonValueByPath(textJson, "attrs/label/textWrap/text".split("/"), "模型" + (i + 1));
            JsonUtils2.setJsonValueByPath(textJson, "attrs/label/textWrap/modelName".split("/"), modelName);

            JsonUtils2.setJsonValueByPath(textJson, "size/width".split("/"), mapSpace.get("width") + 10);

            double x11 = x1 + ((gkPoint - mapSpace.get("width") + 12) / 2);
            JsonUtils2.setJsonValueByPath(textJson, "position/x".split("/"), x11);
            JsonUtils2.setJsonValueByPath(textJson, "position/y".split("/"), y1 - 10);
            jsonArray.add(textJson);
            x1 = x2;
        }

        JSONObject modelJson3 = new JSONObject(templetsStrMap.get("model"));
        setlineXy(modelJson3, 0, y, x2, y, null);
        jsonArray.add(modelJson3);

        //刻度
        Integer curPointHour = 100, periodHour = 100;
        while (curPointHour < totalHours) {
            JSONObject modelJson4 = new JSONObject(templetsStrMap.get("model"));
            double x = curPointHour * pointNumPerHour;
            setlineXy(modelJson4, x, y, x, y2, null);
            jsonArray.add(modelJson4);

            Map<String, Integer> mapSpace = GetStringSpace.getStringSpaceSize(curPointHour.toString(), null, 20);
            JSONObject textJson = new JSONObject(templetsStrMap.get("text"));
            JsonUtils2.setJsonValueByPath(textJson, "id".split("/"), UUIDUtil.generateId().toString());
            JsonUtils2.setJsonValueByPath(textJson, "attrs/label/textWrap/text".split("/"), curPointHour.toString());

            JsonUtils2.setJsonValueByPath(textJson, "size/width".split("/"), mapSpace.get("width") + 20);

            double x11 = x - mapSpace.get("width") / 2 - 5;
            JsonUtils2.setJsonValueByPath(textJson, "position/x".split("/"), x11);
            JsonUtils2.setJsonValueByPath(textJson, "position/y".split("/"), y2 - 10);
            jsonArray.add(textJson);

            curPointHour += periodHour;
        }

        List<TimeDiagramStatusDto> statusDtoListNew = new ArrayList<>();
        while (statusDtoListOld.size() > 0) {
            //statusDtoListOld.stream().sorted(Comparator.comparing(TimeDiagramStatusDto::getX1)).collect(Collectors.toList());
            statusDtoListOld.sort(Comparator.comparing(TimeDiagramStatusDto::getX1, Comparator.naturalOrder()));
            TimeDiagramStatusDto nextStatusDto = statusDtoListOld.get(0);
            if (statusDtoListNew.size() == 0) {
                statusDtoListNew.add(nextStatusDto);
            } else {
                TimeDiagramStatusDto currentStatusDto = statusDtoListNew.get(statusDtoListNew.size() - 1);
                if (nextStatusDto.getStatus() < currentStatusDto.getStatus()) {
                    if (nextStatusDto.getX1() == currentStatusDto.getX1() && nextStatusDto.getX2() == currentStatusDto.getX2()) {
                        currentStatusDto.setStatus(nextStatusDto.getStatus());
                    } else if (nextStatusDto.getX1() == currentStatusDto.getX1() && nextStatusDto.getX2() < currentStatusDto.getX2()) {
                        statusDtoListOld.add(new TimeDiagramStatusDto(nextStatusDto.getX2(), currentStatusDto.getX2(), currentStatusDto.getStatus()));
                        currentStatusDto.setStatus(nextStatusDto.getStatus());
                        currentStatusDto.setX2(nextStatusDto.getX2());
                    } else if (nextStatusDto.getX1() == currentStatusDto.getX1() && nextStatusDto.getX2() > currentStatusDto.getX2()) {
                        currentStatusDto.setStatus(nextStatusDto.getStatus());
                        currentStatusDto.setX2(nextStatusDto.getX2());
                    } else if (nextStatusDto.getX1() > currentStatusDto.getX1() && nextStatusDto.getX2() >= currentStatusDto.getX2()) {
                        currentStatusDto.setX2(nextStatusDto.getX1());
                        statusDtoListNew.add(new TimeDiagramStatusDto(nextStatusDto.getX1(), nextStatusDto.getX2(), nextStatusDto.getStatus()));
                    } else if (nextStatusDto.getX1() > currentStatusDto.getX1() && nextStatusDto.getX2() < currentStatusDto.getX2()) {
                        currentStatusDto.setX2(nextStatusDto.getX1());
                        statusDtoListNew.add(new TimeDiagramStatusDto(nextStatusDto.getX1(), nextStatusDto.getX2(), nextStatusDto.getStatus()));
                        statusDtoListOld.add(new TimeDiagramStatusDto(nextStatusDto.getX2(), currentStatusDto.getX2(), currentStatusDto.getStatus()));
                    }
                } else {
                    if (nextStatusDto.getX1() >= currentStatusDto.getX2()) {
                        statusDtoListNew.add(new TimeDiagramStatusDto(nextStatusDto.getX1(), nextStatusDto.getX2(), nextStatusDto.getStatus()));
                    } else if (nextStatusDto.getX2() > currentStatusDto.getX2()) {
                        statusDtoListOld.add(new TimeDiagramStatusDto(currentStatusDto.getX2(), nextStatusDto.getX2(), nextStatusDto.getStatus()));
                    }
                }
            }
            statusDtoListOld.remove(0);
        }
        timeDiagramDto.setTotalWidth(x2);
        double pointRate = timeDiagramDto.getTotalWidth() / timeDiagramDto.getSmallWidth();

        List<List<TimeDiagramStatusDto>> lineArray = new ArrayList();
        lineArray.add(statusDtoList);
        lineArray.add(statusDtoListNew);

        List<List<TimeDiagramStatusDto>> smallStatusDtoList = new ArrayList<>();
        for (int j = 0; j < lineArray.size(); j++) {
            List<TimeDiagramStatusDto> tmpStatusDtoList = new ArrayList<>();
            int lastStatus = 5;
            Boolean isFirst = true;
            x1 = 0;
            for (double i = 0; i < timeDiagramDto.getSmallWidth(); i = i + timeDiagramDto.getMinPointNum()) {
                int netStatus = getPointStatus(lineArray.get(j), i * pointRate, (i + timeDiagramDto.getMinPointNum()) * pointRate - 1);
                if (!isFirst) {
                    if (lastStatus != netStatus) {
                        tmpStatusDtoList.add(new TimeDiagramStatusDto(x1, x2, lastStatus));
                        lastStatus = netStatus;
                        x1 = i;
                    }
                } else {
                    lastStatus = netStatus;
                    isFirst = false;
                }
                x2 = i + timeDiagramDto.getMinPointNum() - 1;
            }
            tmpStatusDtoList.add(new TimeDiagramStatusDto(x1, x2, lastStatus));
            smallStatusDtoList.add(tmpStatusDtoList);
        }

        JSONObject jsonObject2 = new JSONObject(modelStr2);
        JSONArray jsonArray2 = jsonObject2.getJSONArray("cells");
        y = 10;
        for (int i = 0; i < smallStatusDtoList.size(); i++) {
            for (TimeDiagramStatusDto status : smallStatusDtoList.get(i)) {
                JSONObject lineJson = new JSONObject(templetsStrMap2.get(status.getStatus()));
                setlineXy(lineJson, status.getX1(), y, status.getX2() + 5, y, "");
                JsonUtils2.setJsonValueByPath(lineJson, "data/status".split("/"), status.getStatus());
                JsonUtils2.setJsonValueByPath(lineJson, "id".split("/"), UUIDUtil.generateId().toString());
                jsonArray2.add(lineJson);
            }
            y = y + 25;
        }

        //图例
        int spaceWitdth = 80;
        x1 = 0;
        x2 = spaceWitdth - 11;
        y = 60;
        String[] tlArr = "O,F,I,S,M".split(",");
        for (String s : tlArr) {
            JSONObject f = templetsMap.get(s);
            x1 = x1 + spaceWitdth;
            x2 = x2 + spaceWitdth;
            setlineXy(f, x1, y, x2, y, null);
            jsonArray2.add(f);
        }
        timeDiagramDto.setDiagramJson(jsonObject.toString());
        timeDiagramDto.setSmallDiagramJson(jsonObject2.toString());
        timeDiagramDto.setTextDiagramJson(jsonObject3.toString());

        return timeDiagramDto;
    }

    private int getPointStatus(List<TimeDiagramStatusDto> dtoList, double x1, double x2) {
        int status = 5;
        boolean findStart = false;
        for (int i = 0; i < dtoList.size(); i++) {
            if (x2 <= dtoList.get(i).getX1()) {
                break;
            }

            if (!findStart) {
                if (dtoList.get(i).getX1() >= x1 && x1 <= dtoList.get(i).getX2()) {
                    status = dtoList.get(i).getStatus();
                    findStart = true;
                }
            }

            if (dtoList.get(i).getX2() >= x2) {
                if (dtoList.get(i).getStatus() < status)
                    status = dtoList.get(i).getStatus();
            }
        }
        return status;
    }


    public void setlineXy(JSONObject lineJson, double x1, double y1, double x2, double y2, String text) {
        JsonUtils2.setJsonValueByPath(lineJson, "source/x".split("/"), x1);
        JsonUtils2.setJsonValueByPath(lineJson, "source/y".split("/"), y1);
        JsonUtils2.setJsonValueByPath(lineJson, "target/x".split("/"), x2);
        JsonUtils2.setJsonValueByPath(lineJson, "target/y".split("/"), y2);
        JsonUtils2.setJsonValueByPath(lineJson, "id".split("/"), UUIDUtil.generateId().toString());
        if (text != null) {
            JsonUtils2.setArrJsonValueByPath(lineJson, "labels".split("/"), null, "0", "attrs/text/text", "");
        }
    }

    public String getPetsInfo() {
        Map<String, Object> params = new HashMap<String, Object>();
        params.put("projectId", 10000);
        params.put("diagramId", 10000);
        String modelStr2 = "";
        List<TimeDiagram> list_style = baseDao.getTimeDiagram(params);
        if (list_style.size() > 0) {
            modelStr2 = list_style.get(0).getContent2();
            String modelStr = list_style.get(0).getContent();
            JSONObject modelJson = new JSONObject(modelStr);
            JSONArray modelJsonArray = modelJson.getJSONArray("cells");
            for (int i = 0; i < modelJsonArray.size(); i++
            ) {
                JSONObject jsonObject = modelJsonArray.getJSONObject(i);
                if (jsonObject.get("shape").equals("edge")) {
                    JSONArray tmpArray = jsonObject.getJSONArray("labels");
                    JSONObject tmpJSONObject = (JSONObject) tmpArray.get(0);
                    Object nodeMarker = JsonUtils2.getJsonValueByPath(tmpJSONObject, "attrs/text/text".split("/"));
                    if ("运行".equals(nodeMarker)) {
                        templetsMap.put("O", jsonObject);
                        templetsStrMap.put("O", jsonObject.toString());
                        templetsStrMap2.put(5, jsonObject.toString());
                    }
                    if ("故障".equals(nodeMarker)) {
                        templetsMap.put("F", jsonObject);
                        templetsStrMap.put("F", jsonObject.toString());
                        templetsStrMap2.put(1, jsonObject.toString());
                    }
                    if ("空闲".equals(nodeMarker)) {
                        templetsMap.put("I", jsonObject);
                        templetsStrMap.put("I", jsonObject.toString());
                        templetsStrMap2.put(3, jsonObject.toString());
                    }
                    if ("备份".equals(nodeMarker)) {
                        templetsMap.put("S", jsonObject);
                        templetsStrMap.put("S", jsonObject.toString());
                        templetsStrMap2.put(2, jsonObject.toString());
                    }
                    if ("未用".equals(nodeMarker)) {
                        templetsMap.put("M", jsonObject);
                        templetsStrMap.put("M", jsonObject.toString());
                        templetsStrMap2.put(4, jsonObject.toString());
                    }
                    if ("模型".equals(nodeMarker)) {
                        JsonUtils2.setJsonValueByPath(tmpJSONObject, "attrs/text/text".split("/"), "");
                        templetsMap.put("model", jsonObject);
                        templetsStrMap.put("model", jsonObject.toString());
                    }

                } else if (jsonObject.get("shape").equals("custom-rect")) {
                    Object nodeMarker = JsonUtils2.getJsonValueByPath(jsonObject, "attrs/label/textWrap/text".split("/"));
                    if ("文字模板1".equals(nodeMarker)) {
                        templetsMap.put("text", jsonObject);
                        templetsStrMap.put("text", jsonObject.toString());
                    }
                } else if (jsonObject.get("shape").equals("image")) {
                    Object nodeMarker = JsonUtils2.getJsonValueByPath(jsonObject, "data/imagePost".split("/"));
                    if ("center".equals(nodeMarker)) {
                        templetsMap.put("center", jsonObject);
                        templetsStrMap.put("center", jsonObject.toString());
                    }
                    if ("top".equals(nodeMarker)) {
                        templetsMap.put("top", jsonObject);
                        templetsStrMap.put("top", jsonObject.toString());
                    }
                    if ("right".equals(nodeMarker)) {
                        templetsMap.put("right", jsonObject);
                        templetsStrMap.put("right", jsonObject.toString());
                    }
                    if ("bottom".equals(nodeMarker)) {
                        templetsMap.put("bottom", jsonObject);
                        templetsStrMap.put("bottom", jsonObject.toString());
                    }
                    if ("left".equals(nodeMarker)) {
                        templetsMap.put("left", jsonObject);
                        templetsStrMap.put("left", jsonObject.toString());
                    }
                }
            }
        }
        return modelStr2;
    }

    public List<ProductStatusDto> getStatusData(Long productId, Long taskId) {

        List<ProductStatusDto> dbList = this.getProduct(productId, taskId);
        List<ProductStatusDto> childList = new ArrayList<>();
        for (ProductStatusDto item : dbList) {
            if (item.getSameSbNum() > 1) {
                for (int i = 1; i <= item.getSameSbNum(); i++) {
                    try {
                        ProductStatusDto newRow = item.clone();
                        newRow.setDeviceNo(i);
                        newRow.setName(item.getName() + "-" + i);
                        newRow.setDataId(item.getId().toString() + "-" + i);
                        childList.add(newRow);
                    } catch (CloneNotSupportedException e) {
                        e.printStackTrace();
                    }
                }
            } else {
                item.setDeviceNo(0);
                item.setDataId(item.getId().toString());
                childList.add(item);
            }
        }
        childList.sort(Comparator.comparing(ProductStatusDto::getDeviceNo, Comparator.naturalOrder()));
        for (ProductStatusDto item : childList) {
            JSONArray jsonArray = dialgramJson.getJSONArray(item.getDataId());
            if (jsonArray != null) {
                this.processJSONArray(jsonArray, item, taskId);
            }
        }
        return childList;
    }

    public void processJSONArray(JSONArray jsonArray, ProductStatusDto productStatusDto, Long taskId) {

        List<SimulatAssessTaskPhaseModel> phaseModelList = baseDao.getTaskPhaseModelByTaskId(taskId);
        String status = null;
        Double times = null;
        JSONArray jsonArray2 = jsonArray.getJSONArray(0);
        for (int j = 0; j < jsonArray2.size(); j++) {
            JSONArray jsonArray3 = jsonArray2.getJSONArray(j);
            if (jsonArray3.size() == 0) {
                StatusDto statusDto = new StatusDto();
                statusDto.setTimes(phaseModelList.get(j).getGkDuration());
                statusDto.setStatus("");
                productStatusDto.getStatusList().add(statusDto);
            } else {
                for (int a = 0; a < jsonArray3.size(); a++) {
                    JSONArray jsonArray4 = jsonArray3.getJSONArray(a);
                    for (int b = 0; b < jsonArray4.size(); b++) {
                        Object item = jsonArray4.get(b);
                        if (item instanceof Double) {
                            times = (Double) item;
                        } else {
                            status = String.valueOf(item);
                        }
                    }
                    if (status != null || times != null) {
                        StatusDto statusDto = new StatusDto();
                        statusDto.setTimes(times);
                        statusDto.setStatus(status);
                        productStatusDto.getStatusList().add(statusDto);
                    }
                }
            }
        }
    }

    public TimeDiagram getDiagram(String projectId, String diagramId, String showType, String isShow, String digramParams, String majorId, Integer winWidth, Integer winHeight) {
        Map<String, Object> params = new HashMap<String, Object>();
        params.put("projectId", projectId);
        params.put("diagramId", diagramId);

        TimeDiagram diagram = null;

        List<TimeDiagram> list = baseDao.getTimeDiagram(params);
        if (list.size() > 0) {
            diagram = list.get(0);
        } else {
            diagram = new TimeDiagram();
            diagram.setProjectId(Convert.toLong(projectId));
            diagram.setDiagramId(Convert.toLong(diagramId));
        }


        return diagram;
    }

    public void updateDiagram(TimeDiagram diagram) {
        timeDiagramDao.updateById(diagram);
    }

    @Transactional(rollbackFor = Exception.class)
    public List<TaskModelCheckResultDto> simulateChecK(SimulatAssess simulatAssess) {
        List<TaskModelCheckResultDto> result = null;
        // 1. 检查模型完整性
        List<TaskModelCheckResultDto> chkResult = taskService.checkTaskModel(simulatAssess.getProductId(),
                simulatAssess.getTaskModelId());
        if (chkResult.size() > 0) {
            return chkResult;
        }
        return result;
    }

    @Transactional(rollbackFor = Exception.class)
    public Boolean simulate(SimulatAssess simulatAssess) {
        Boolean result = false;
        // 2. 组装供算法库仿真的模型xml
        assembleModelXml(simulatAssess);

@@ -132,45 +667,49 @@
        return result;
    }

    private Result callReliaSimLib(SimulatAssess simulatAssess) {
        Result result = null;
    private Boolean callReliaSimLib(SimulatAssess simulatAssess) {
        Boolean result = false;
        InputStream is = null;
        BufferedReader br = null;
        try {
            setParamToRedis(simulatAssess);
            try {
                setParamToRedis(simulatAssess);
            } 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 " + reliaSimMain;
            command += " -ip " + redisHost + " -port " + redisPort;
            command += " -taskType " + RELIA_SIM_TASK_TYPE_SIMULATION + " -taskId " + simulatAssess.getId().toString();
            logger.info("cmd命令为：" + command);
            if(System.getProperty("os.name").toLowerCase().indexOf("windows") > -1){
            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){
            } 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！");
            } 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"));
            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(); // 异步方式，不等待算法库计算完毕，所以要注释掉该行
            if (line != null) {
                ReliaSimLibResult rtn = JSONObject.parseObject(line, ReliaSimLibResult.class);
                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();
                    logger.info("启动可靠性仿真评估算法库成功。");
                    result = true;
                } else {
                    String errorMsg = rtn.getErrorMsg();
                    throw new RuntimeException("启动算法库失败: errorMsg=" + errorMsg);
                    throw new RenException("启动可靠性仿真评估算法库失败: errorMsg=" + errorMsg);
                }
            }
        } catch (Exception e) {
            logger.error("启动算法库仿真时发生Exception：", e);
        } catch (IOException e) {
            logger.error("启动可靠性仿真评估算法库仿真时发生Exception：", e);
            e.printStackTrace();
            result = Result.error(e.getMessage());
            throw new RenException("启动可靠性仿真评估算法库失败: errorMsg=" + e.getMessage());
        } finally {
            if (is != null) {
                try {
@@ -194,23 +733,40 @@
    private void setParamToRedis(SimulatAssess simulatAssess) {
        String key = simulatAssess.getId().toString() + RELIA_SIM_TASK_TYPE_SIMULATION;
        logger.info("redis key：" + key);
        JSONObject jsonObject = new JSONObject();
        com.alibaba.fastjson.JSONObject jsonObject = new com.alibaba.fastjson.JSONObject();
        jsonObject.put("xmlfile", simulatAssess.getXml());
        // 仿真次数
        jsonObject.put("simulate_times", simulatAssess.getSimulatFrequency());
        // 采样周期
        jsonObject.put("timeslice", simulatAssess.getSamplPeriod()/60.0);   // 单位统一换算为小时
        jsonObject.put("timeslice", simulatAssess.getSamplPeriod() / 60.0);   // 单位统一换算为小时
        jsonObject.put("result_home", resultHome);
        jsonObject.put("seed", 1000);
        if (null != fixedRandomSeed && "1".equals(fixedRandomSeed)) {
            // 固定种子
            jsonObject.put("seed", 1000);
        } else {
            // 随机种子
            jsonObject.put("seed", new Random().nextInt(1000));
        }
        redisTemplate.opsForValue().set(key, jsonObject.toJSONString());
    }

    public void deleteSimInfoInRedis(Long simId) {
        redisTemplate.delete(simId.toString() + RELIA_SIM_TASK_TYPE_SIMULATION);
        redisTemplate.delete(simId.toString() + RELIA_SIM_TASK_TYPE_PROGRESS);
    }

    private void assembleModelXml(SimulatAssess simulatAssess) {
        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);
        if (simulatAssess.getTaskDuration() != null) {
            task.setTaskDuration(simulatAssess.getTaskDuration());
        }
        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
@@ -228,10 +784,15 @@
            Element root = document.addElement("des");
            root.addAttribute("name", "General system");
            addTasksTag(taskPhaseModelAll, root);
            addModelsTag(productId,
            addModelsTag(simulatAssess,
                    taskId,
                    productId,
                    product.getName(),
                    product.getNamePath(),
                    productList,
                    paramDataList,
                    taskPhaseModelAll,
                    binoParams,
                    root,
                    failureModels, repairModels);
            addFailureModelsTag(failureModels, root);
@@ -253,9 +814,11 @@
            } 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());
            throw new RenException("组装算法库仿真计算用模型XML失败: " + e.getMessage());
        }
    }

@@ -277,7 +840,8 @@
            satpm.setPhaseName(phase.getPhaseName());
            satpm.setPhaseDurationRate(phase.getPhaseDurationRate());
            satpm.setPhaseDuration(phase.getPhaseDuration());
            satpm.setPhaseConstraint(null); // TODO
            satpm.setPhaseConstraint(tpm.getPhaseConstraints().stream().map(item ->
                    item.getProductId().toString()).collect(Collectors.joining(",")));
            satpm.setGkId(tpm.getOperatConditId());
            satpm.setGkName(tpm.getOperatConditName());
            satpm.setGkDurationRate(tpm.getOperatConditDurationRate());
@@ -287,13 +851,18 @@
        }
    }

    private void addTasksTag(List<TaskPhaseModel> taskPhaseModelAll,
                             Element root) {
    public 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());
            if (null != taskPhaseModel.getPhaseConstraints() && taskPhaseModel.getPhaseConstraints().size() > 0) {
                taskTag.addAttribute("NAM",
                        taskPhaseModel.getPhaseConstraints().stream().map(item ->
                                item.getProductId().toString()).collect(Collectors.joining(",")));
            }
        }
    }

@@ -325,7 +894,7 @@
                    ele.addAttribute("value", String.valueOf(failureModel.getParam3()));
                    break;
                case FailureModel.TYPE_FIX:
                    ele = failureModelTag.addElement("unreliability");
                    ele = failureModelTag.addElement("reliability");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam1()));
                    break;
                default:
@@ -335,7 +904,7 @@
    }

    private void addRepairModelsTag(List<RepairModel> repairModels,
                                     Element root) {
                                    Element root) {
        Element ele = null;
        Element repairModelsTag = root.addElement("repair_models");
        for (RepairModel repairModel : repairModels) {
@@ -353,28 +922,37 @@
                    ele = repairModelTag.addElement("shape");
                    ele.addAttribute("value", String.valueOf(repairModel.getParam3()));
                    break;
                case RepairModel.TYPE_DIRAC:
                    ele = repairModelTag.addElement("repair-time");
                    ele.addAttribute("value", String.valueOf(repairModel.getParam1()));
                    break;
                default:
                    break;
            }
        }
    }

    private void calcTaskPhaseModelDuration(TaskPhase taskPhase,
                                                            List<TaskPhaseModel> taskPhaseModelAll) {
    public void calcTaskPhaseModelDuration(TaskPhase taskPhase,
                                           List<TaskPhaseModel> taskPhaseModelAll) {
        List<TaskPhaseModel> taskPhaseModels = taskPhaseModelDao.getListByPhaseId(taskPhase.getId());
        double totalRate = taskPhaseModels.stream().mapToDouble(TaskPhaseModel::getOperatConditDurationRate).sum();
        double sum = 0.0;
        for (TaskPhaseModel taskPhaseModel : taskPhaseModels) {
            double duration = taskPhaseModel.getOperatConditDurationRate() * taskPhase.getPhaseDuration() / totalRate;
            double duration = taskPhase.getPhaseDuration() * taskPhaseModel.getOperatConditDurationRate() / totalRate;
            taskPhaseModel.setOperatConditDuration(duration);
            sum += duration;

            List<TaskPhaseConstraintDto> taskRepairConstraints = taskRepairParamDao.getTaskRepairConstraints(taskPhase.getTaskId(),
                    taskPhaseModel.getPhaseId(), taskPhaseModel.getOperatConditId());
            taskPhaseModel.setPhaseConstraints(taskRepairConstraints);
            taskPhaseModelAll.add(taskPhaseModel);
        }
        // 把零头补到最后一个工况模型
        taskPhaseModels.get(taskPhaseModels.size()-1).setOperatConditDuration(totalRate - sum);
        double duration = taskPhaseModels.get(taskPhaseModels.size() - 1).getOperatConditDuration();
        taskPhaseModels.get(taskPhaseModels.size() - 1).setOperatConditDuration(duration + taskPhase.getPhaseDuration() - sum);
    }

    private List<TaskPhase> calcTaskPhaseDuration(Task task) {
    public List<TaskPhase> calcTaskPhaseDuration(Task task) {
        List<TaskPhase> taskPhases = taskPhaseDao.getListByTaskId(task.getId());
        double totalRate = taskPhases.stream().mapToDouble(TaskPhase::getPhaseDurationRate).sum();
        double sum = 0.0;
@@ -384,15 +962,21 @@
            sum += duration;
        }
        // 把零头补到最后一个阶段
        taskPhases.get(taskPhases.size()-1).setPhaseDuration(task.getTaskDuration() - sum);
        double duration = taskPhases.get(taskPhases.size() - 1).getPhaseDuration();
        taskPhases.get(taskPhases.size() - 1).setPhaseDuration(duration + task.getTaskDuration() - sum);

        return taskPhases;
    }

    private void addModelsTag(Long productId,
    private void addModelsTag(SimulatAssess simulatAssess,
                              Long taskId,
                              Long productId,
                              String productName,
                              String productNamePath,
                              List<XhProductModel> productList,
                              List<ParamData> paramDataList,
                              List<TaskPhaseModel> taskPhaseModelAll,
                              List<TaskBinoParam> binoParams,
                              Element root,
                              List<FailureModel> failureModels,
                              List<RepairModel> repairModels) {
@@ -411,22 +995,38 @@
                    "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);
            node2DOM(productList,
            node2DOM(simulatAssess,
                    taskId,
                    taskPhaseModel,
                    gkModelTop.getModelId(),
                    productId,
                    productName,
                    productNamePath,
                    productList,
                    paramDataList,
                    gkModelsAssembled,
                    algorithmList,
                    modelNodeAndVnodeList,
                    binoParams,
                    computerNode, modelTag,
                    failureModels, repairModels);
        }
    }

    // 递归函数
    private void node2DOM(List<XhProductModel> productList,
    private void node2DOM(SimulatAssess simulatAssess,
                          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<TaskBinoParam> binoParams,
                          ModelNode node,
                          Element parent,
                          List<FailureModel> failureModels,
@@ -435,7 +1035,7 @@
            Long dataId = node.getDataId();
            XhProductModel product = productList.stream().filter(item ->
                    dataId.equals(item.getId())).collect(Collectors.toList()).get(0);
            if ("3,4,10".equals(product.getProductType())) {
            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);
@@ -445,32 +1045,64 @@
                        "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);
                node2DOM(productList,
                node2DOM(simulatAssess,
                        taskId,
                        taskPhaseModel,
                        gkModel.getModelId(),
                        product.getId(),
                        product.getName(),
                        product.getNamePath(),
                        productList,
                        paramDataList,
                        gkModelsAssembled,
                        algorithmListSub,
                        modelNodeAndVnodeListSub,
                        binoParams,
                        computerNode, parent,
                        failureModels, repairModels);
            } else if ("5".equals(product.getProductType())) {
                // 设备
                Integer deviceNo = node.getDeviceNo();
                Element nodeTag = parent.addElement("node");
                nodeTag.addAttribute("name", deviceNo == 0 ? dataId.toString() : dataId.toString() + "-" + deviceNo);
                nodeTag.addAttribute("real_name", deviceNo == 0 ? product.getName() : product.getName() + "-" + deviceNo);
                nodeTag.addAttribute("name_path", product.getNamePath());
                nodeTag.addAttribute("type", "node");

                ParamData paramData = paramDataList.stream().filter(item ->
                        dataId.equals(item.getProductId())).collect(Collectors.toList()).get(0);
                Element nodeTag = parent.addElement("node");
                nodeTag.addAttribute("name", dataId.toString());
                nodeTag.addAttribute("type", "node");
                FailureModel failureModel = new FailureModel();
                failureModel.setId(UUIDUtil.generateId());
                failureModel.setType(FailureModel.TYPE_EXP);
                failureModel.setParam1(1.0 / paramData.getTaskMtbcfRegulate());
                Double ratio = paramData.getTaskMtbcfOperatingRatio();
                if (null != ratio && ratio > 0) {
                    // 间断型设备的处理
                    double cycon = taskPhaseModel.getOperatConditDuration() * ratio;
                    double cycdown = taskPhaseModel.getOperatConditDuration() - cycon;
                    nodeTag.addAttribute("cycon", String.valueOf(cycon));
                    nodeTag.addAttribute("cycdown", String.valueOf(cycdown));
                }
                TaskBinoParam taskBinoParam = null;
                if (3 == paramData.getReliabDistribType()) {
                    // 二项分布处理
                    taskBinoParam = binoParams.stream()
                            .filter(item -> taskId.equals(item.getTaskId()))
                            .filter(item -> taskPhaseModel.getPhaseId().equals(item.getPhaseId()))
                            .filter(item -> taskPhaseModel.getOperatConditId().equals(item.getOperatConditId()))
                            .filter(item -> modelId.equals(item.getModelId()))
                            .filter(item -> dataId.equals(item.getProductId()))
                            .collect(Collectors.toList()).get(0);
                }
                FailureModel failureModel = createFailureModel(paramData, taskBinoParam);
                failureModels.add(failureModel);
                Element failureTag = nodeTag.addElement("failure_model");
                failureTag.addAttribute("name", failureModel.getId().toString());

                if (1 == paramData.getRepairable()) {
                    RepairModel repairModel = new RepairModel();
                    repairModel.setId(UUIDUtil.generateId());
                    repairModel.setType(RepairModel.TYPE_EXP);
                    repairModel.setParam1(1.0 / paramData.getRepairMttcr());
                    // 可维修
                    RepairModel repairModel = null;
                    if (isRepairDirac(simulatAssess.getRepairDiracFlag(), taskPhaseModel, product.getId())) {
                        repairModel = createRepairModelDirac(0);
                    } else {
                        repairModel = createRepairModel(paramData);
                    }
                    repairModels.add(repairModel);
                    Element repairTag = nodeTag.addElement("repair_model");
                    repairTag.addAttribute("name", repairModel.getId().toString());
@@ -481,7 +1113,13 @@
            Algorithm algo = algorithmList.stream().filter(item ->
                    node.getId().equals(item.getId())).collect(Collectors.toList()).get(0);
            Element element = parent.addElement("logic");
            element.addAttribute("name", algo.getId().toString());
            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);
            }
            if ("series".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "series");
            } else if ("parallel".equals(algo.getAlgorithmType())) {
@@ -491,21 +1129,464 @@
                element.addAttribute("k", algo.getVoteNum().toString());
            } else if ("switch".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "standby");
                element.addAttribute("k", algo.getVoteNum().toString());
            } else if ("bridge".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "bridge");
            }
            String[] computerNodeListStr = algo.getComputerList().split(",");
            for (String nodeStr : computerNodeListStr) {
                ModelNode md = modelNodeAndVnodeList.stream().filter(item ->
                ModelNode mn = modelNodeAndVnodeList.stream().filter(item ->
                        nodeStr.equals(item.getId().toString())).collect(Collectors.toList()).get(0);
                node2DOM(productList,
                node2DOM(simulatAssess,
                        taskId,
                        taskPhaseModel,
                        modelId,
                        null,
                        null,
                        null,
                        productList,
                        paramDataList,
                        gkModelsAssembled,
                        algorithmList,
                        modelNodeAndVnodeList,
                        md, element,
                        binoParams,
                        mn, element,
                        failureModels, repairModels);
            }
        }
    }

    private FailureModel createFailureModel(ParamData paramData, TaskBinoParam taskBinoParam) {
        FailureModel failureModel = new FailureModel();
        failureModel.setId(UUIDUtil.generateId());
        switch (paramData.getReliabDistribType()) {
            case 1:
                // 指数分布
                failureModel.setType(FailureModel.TYPE_EXP);
                failureModel.setParam1(1.0 / paramData.getTaskMtbcfRegulate());
                break;
            case 2:
                // 威布尔分布
                failureModel.setType(FailureModel.TYPE_WBL);
                failureModel.setParam2(paramData.getTaskMtbcfOtherParams2());
                failureModel.setParam3(paramData.getTaskMtbcfOtherParams3());
                break;
            case 3:
                // 二项分布
                if ((taskBinoParam.getSimulatTimes() == null && taskBinoParam.getSuccessTimes() == null) ||
                        (taskBinoParam.getSimulatTimes().intValue() == taskBinoParam.getSuccessTimes().intValue())) {
                    // 相等则为成败型
                    failureModel.setType(FailureModel.TYPE_FIX);
                    failureModel.setParam1(taskBinoParam.getSuccessRate());
                } else {
                    // 二项分布
                    failureModel.setType(FailureModel.TYPE_BIN);
                    failureModel.setParam1(taskBinoParam.getSuccessRate());
                    failureModel.setParam2(taskBinoParam.getSimulatTimes());
                    failureModel.setParam3(taskBinoParam.getSuccessTimes());
                }
                break;
            default:
                break;
        }

        return failureModel;
    }

    private boolean isRepairDirac(boolean repairDiracFlag, TaskPhaseModel taskPhaseModel, Long productId) {
        boolean result = false;

        if (repairDiracFlag) {
            if (taskPhaseModel.getPhaseConstraints() == null) {
                result = true;
            } else {
                List<TaskPhaseConstraintDto> list = taskPhaseModel.getPhaseConstraints().stream().filter(item ->
                        productId.equals(item.getProductId())).collect(Collectors.toList());
                if (list.size() == 0) {
                    result = true;
                }
            }
        }

        return result;
    }

    private RepairModel createRepairModelDirac(double time) {
        RepairModel repairModel = new RepairModel();
        repairModel.setId(UUIDUtil.generateId());
        repairModel.setType(RepairModel.TYPE_DIRAC);
        repairModel.setParam1(0);
        return repairModel;
    }

    private RepairModel createRepairModel(ParamData paramData) {
        RepairModel repairModel = new RepairModel();
        repairModel.setId(UUIDUtil.generateId());
        switch (paramData.getRepairDistribType()) {
            case 1:
                // 指数分布
                repairModel.setType(RepairModel.TYPE_EXP);
                repairModel.setParam1(1.0 / paramData.getRepairMttcr());
                break;
            case 2:
                // 威布尔分布
                repairModel.setType(RepairModel.TYPE_WBL);
                repairModel.setParam2(paramData.getRepairMttcrOtherParams2());
                repairModel.setParam3(paramData.getRepairMttcrOtherParams3());
                break;
            default:
                break;
        }

        return repairModel;
    }

    public List<WeakDto> getReliabilityWeakness(Long fzId, Long taskId, Long productId) {
        String filePath = path + "/" + fzId + "/" + "result.xml";

        String xml;
        InputStream in = null;
        try {
            in = new FileInputStream(filePath);
            xml = IOUtils.toString(in);
        } catch (IOException e) {
            e.printStackTrace();
            throw new RenException("文件不存在或者文件打不开");
        } finally {
            try {
                if (in != null) {
                    in.close();
                }
            } catch (IOException e) {
                e.printStackTrace();
            }

        }

        Map<Long, WeakDto> map = new HashMap<>();
        JSONObject xmlJSONObj = XML.toJSONObject(xml);
        JSONArray jsonArray = xmlJSONObj.getJSONObject("ResultNodes").getJSONArray("ResultNode");
        for (int i = 0; i < jsonArray.size(); i++) {
            WeakDto data = new WeakDto();
            Long productId1;
            String nameValue = jsonArray.getJSONObject(i).get("name").toString();
            if (StringUtils.isNotBlank(nameValue)) {
                productId1 = Convert.toLong(nameValue.split("-")[0]);

                Double mtbf = (Double) jsonArray.getJSONObject(i).get("mttf");
                Double mttr = (Double) jsonArray.getJSONObject(i).get("mttr");
                Double msr = (Double) jsonArray.getJSONObject(i).get("msr");
                WeakDto weakDto = new WeakDto();
                weakDto.setId(productId1);
                weakDto.setMtbf(mtbf);
                weakDto.setMttr(mttr);
                weakDto.setMsr(msr);
                if (map.get(productId1) == null) {
                    map.put(productId1, weakDto);
                } else {
                    if (weakDto.getMsr() < map.get(productId1).getMsr()) {
                        map.put(productId1, weakDto);
                    }
                }
            }
        }
        List<WeakDto> productList = baseDao.getProductList(taskId, productId);
        for (WeakDto item : productList) {
            WeakDto dto = map.get(item.getId());
            item.setMtbf(dto.getMtbf());
            item.setMttr(dto.getMttr());
            item.setMsr(dto.getMsr());
            item.setMtbfTime(dto.getMtbf() / item.getTimeRate());
            item.setIsWeak(0);
        }

        List<WeakDto> treeList = new ArrayList<>();
        if (productList.size() > 0) {
            treeList = TreeUtils.build(productList);
            this.getIsweak(treeList.get(0).getChildren());
        }

        return treeList;
    }

    private void getIsweak(List<WeakDto> treeList) {
        WeakDto minDto = null;
        for (WeakDto dto : treeList) {
            if (dto.getProductType() == 10)
                continue;
            if (minDto == null) {
                minDto = dto;
            }
            if (dto.getMtbfTime() < minDto.getMtbfTime()) {
                minDto = dto;
            }
        }
        minDto.setIsWeak(1);
        if (minDto.getChildren().size() > 0) {
            this.getIsweak(minDto.getChildren());
        }
    }

    public SimulatResult SchemeCompar(String[] taskList, Long showProductId, Integer samplPeriod, Integer simulatFrequency) {
        SimulatResult simulatResult = new SimulatResult();
        List<Long> idList = new ArrayList<>();
        List<TaskModelCheckResultDto> result = null;
/*        SchemeComparDto dto = new SchemeComparDto();
        List<SimulaDataDto> dataDtoList = new ArrayList<>();
        List<SchemeComparCurve> curveList = new ArrayList<>();
        List<Double> xData = new ArrayList<>();

        SimulaDataDto data;*/

        List<SimulatAssess> simulatAssessList = new ArrayList<>();

        Task task;
        double maxTaskDuration = 0.0;
        for (String taskId : taskList) {
            task = taskService.get(Long.parseLong(taskId));
            if (task.getTaskDuration() > maxTaskDuration) {
                maxTaskDuration = task.getTaskDuration();
            }

            SimulatAssess simulatAssess = new SimulatAssess();
            Long id = UUIDUtil.generateId();
            simulatAssess.setId(id);
            simulatAssess.setName("");
            simulatAssess.setProductId(showProductId);
            simulatAssess.setSamplPeriod(samplPeriod);
            simulatAssess.setSimulatFrequency(simulatFrequency);
            simulatAssess.setTaskDuration(maxTaskDuration);
            simulatAssess.setTaskModelId(Long.parseLong(taskId));

            simulatAssessList.add(simulatAssess);
            result = simulateChecK(simulatAssess);
            if (result != null) {
                simulatResult.setType("errorList");
                simulatResult.setErrList(result);
                return simulatResult;
            }
            idList.add(id);
        }

        for (SimulatAssess simulatAssess : simulatAssessList) {
            simulatAssess.setTaskDuration(maxTaskDuration);
            this.simulate(simulatAssess);
        }

        simulatResult.setType("idList");
        simulatResult.setIdList(idList);
        return simulatResult;
    }

    public SimulaDataDto getResultXML(SimulatAssess simulatAssess) {
        if (simulatAssess.getDataType() != null && simulatAssess.getDataType().equals("fz")) {
            Integer num = this.getNumById(simulatAssess.getProductId(), simulatAssess.getTaskModelId());
            simulatAssess.setName("仿真记录" + (num + 1));
            this.update(simulatAssess);
        }
        String filePath = path + "/" + simulatAssess.getId() + "/" + "result.xml";
        String xml;
        InputStream in = null;

        try {
            in = new FileInputStream(filePath);
            xml = IOUtils.toString(in);
        } catch (IOException e) {
            e.printStackTrace();
            throw new RenException("文件不存在或者文件打不开");
        } finally {
            try {
                if (in != null) {
                    in.close();
                }
            } catch (IOException e) {
                e.printStackTrace();
            }
        }
        xmlJSONObj = XML.toJSONObject(xml);
        simulatAssess.setShowProductId(simulatAssess.getProductId().toString());
        SimulaDataDto data = this.getResultData(simulatAssess);
        return data;
    }

    public SimulaDataDto getResultData(SimulatAssess simulatAssess) {
        SimulaDataDto data = new SimulaDataDto();
        CurveParam param = new CurveParam();
        Double samplPeriod = Double.valueOf(simulatAssess.getSamplPeriod());
        samplPeriod = samplPeriod / 60;
        JSONArray jsonArray = xmlJSONObj.getJSONObject("ResultNodes").getJSONArray("ResultNode");
        for (int i = 0; i < jsonArray.size(); i++) {
            String nameValue = jsonArray.getJSONObject(i).get("name").toString();
            if (nameValue.equals(simulatAssess.getShowProductId())) {
                Object object = jsonArray.getJSONObject(i).get("phase");
                List<Double> doubleArray = new ArrayList<>();
                List<Double> xList = new ArrayList<>();
                String availability = null;
                if (object instanceof JSONArray) {
                    JSONArray jsonArray2 = jsonArray.getJSONObject(i).getJSONArray("phase");
                    for (int j = 0; j < jsonArray2.size(); j++) {
                        if (availability != null) {
                            availability = availability + " " + jsonArray2.getJSONObject(j).get("availability");
                        } else {
                            availability = (String) jsonArray2.getJSONObject(j).get("availability");
                        }
                    }
                } else {
                    JSONObject jsonObject2 = jsonArray.getJSONObject(i).getJSONObject("phase");
                    availability = (String) jsonObject2.get("availability");
                }

                String[] arr = availability.split(" ");
                // 遍历子字符串数组，将每个元素转换为double并存储到double数组中
                Double j = 0.0;
                for (int a = 0; a < arr.length; a++) {
                    j = samplPeriod + j;
                    doubleArray.add(Double.parseDouble(arr[a]));
                    xList.add(j);
                }

                param.setXData(xList);
                param.setYData(doubleArray);
                Double mtbf = (Double) jsonArray.getJSONObject(i).get("mttf");
                Double mttr = (Double) jsonArray.getJSONObject(i).get("mttr");
                Double msr = (Double) jsonArray.getJSONObject(i).get("msr");
                data.setMtbf(mtbf);
                data.setMttr(mttr);
                data.setMsr(msr);
            }
            data.setCurveParam(param);
        }

        return data;
    }

    public String verify(Long taskId) {
        StringBuilder result = new StringBuilder();
        Task task = taskService.get(taskId);
        double taskTime = task.getTaskDuration();
        List<OperatConditModel> list = baseDao.getModel(taskId);
        List<Double> reliabiyList = new ArrayList<>();
        String modelStr2 = "";
        for (OperatConditModel model : list) {
            if (model.getProductId().equals(task.getProductId())) {
                modelStr2 = model.getContent();
                continue;
            }
            List<verifyDto> listNodes = baseDao.getNode(model.getModelId());
            for (verifyDto node : listNodes) {
                //lmd,reliabiy,failRate
                double lmd = 1 / node.getMtbf();
                double reliabiy = Math.exp(-1 * lmd * taskTime);
                double failRate = 1 - reliabiy;
                node.setLmd(lmd);
                node.setReliabiy(reliabiy);
                node.setFailRate(failRate);
            }
            int total = listNodes.size();
            String modelStr = model.getContent();
            //找到表决数量

            if (modelStr.contains("switch")) {
                double a = 0;
                double lmd = listNodes.get(0).getLmd();
                result.append("\n").append(total).append("个相同设备旁联,3选1,MTTBCF是").append(listNodes.get(0).getMtbf()).append("\n");
                for (int i = 0; i <= total - 1; i++) {
                    double ijc = getjc(i);
                    double b = Math.pow(taskTime * lmd, i) * Math.exp(-1 * lmd * taskTime) / ijc;
                    a = a + b;
                    result.append("有").append(i + 1).append("个设备好的的概率为").append(b).append("\n");
                }
                result.append("整个旁联系统的可靠度为").append(new Formatter().format("%.4f", a)).append("\n");
                reliabiyList.add(a);
            } else if (modelStr.contains("parallel")) {
                double a = 1;
                result.append("\n并联设备有").append(total).append("个\n");
                for (int i = 0; i < listNodes.size(); i++) {
                    a = a * listNodes.get(i).getFailRate();
                    result.append("第").append(i + 1).append("个设备的MTBCF为").append(listNodes.get(i).getMtbf()).append(",").append(i + 1).append("个设备并联的失效率为").append(a).append("\n");
                }
                double reliabiy = 1 - a;
                result.append("整个并联系统的失效率为").append(a).append("整个并联系统的可靠度为").append(new Formatter().format("%.4f", reliabiy)).append("\n");
                reliabiyList.add(reliabiy);
            } else if (modelStr.contains("vote")) {
                Integer voteNum = baseDao.getVoteNum(model.getModelId());
                if (voteNum != null) {
                    result.append("\n").append(total).append("个相同设备表决,MTBCF为").append(listNodes.get(0).getMtbf()).append("表决数量为").append(voteNum).append("个\n");
                    double a = 0;
                    double zjc = getjc(total);
                    double reliabiy = listNodes.get(0).getReliabiy();
                    for (int i = voteNum; i <= total; i++) {
                        double ijc = getjc(i);
                        double nijc = getjc(total - i);
                        double b = (zjc / (ijc * nijc)) * Math.pow(reliabiy, i) * Math.pow(1 - reliabiy, total - i);
                        a = a + b;
                        result.append("有").append(i).append("个设备是好的概率为").append(b).append("\n");
                    }
                    result.append("整个表决系统的可靠度为").append(new Formatter().format("%.4f", a)).append("\n");
                    reliabiyList.add(a);
                }

            }
        }
        double totalReliabiy = 1;
        if (modelStr2.contains("parallel")) {
            for (Double reliabiy : reliabiyList) {
                totalReliabiy = totalReliabiy * (1 - reliabiy);
            }
            totalReliabiy = 1 - totalReliabiy;
        } else {
            for (Double reliabiy : reliabiyList) {
                totalReliabiy = totalReliabiy * reliabiy;
            }
        }
        result.append("\n整个总体系统的可靠度为").append(totalReliabiy).append("\n");
        return String.valueOf(result);
    }

    Double getjc(int a) {
        double result = 1.0;
        for (int i = a; i > 0; i--)
            result = result * i;
        return result;
    }

    public SchemeComparDto getEcharts(String[] taskList, Long showProductId) {
        SchemeComparDto dto = new SchemeComparDto();
        List<SimulaDataDto> dataDtoList = new ArrayList<>();
        List<SchemeComparCurve> curveList = new ArrayList<>();
        List<Double> xData = new ArrayList<>();
        SimulatAssess simulatAssess;
        SimulaDataDto data;

        Task task;
        for (String taskId : taskList) {
            Long taskModelId = Long.parseLong(taskId);
            task = taskService.get(taskModelId);
            simulatAssess = this.getByTaskId(taskModelId);
            simulatAssess.setDataType("fz");
            SimulaDataDto resultData;
            if (showProductId != null) {
                simulatAssess.setProductId(showProductId);
                resultData = this.getResultXML(simulatAssess);
            } else {
                resultData = this.getResultXML(simulatAssess);
            }

            data = resultData;
            data.setName(task.getTaskName());
            dataDtoList.add(data);
            xData = resultData.getCurveParam().getXData();

            SchemeComparCurve curve = new SchemeComparCurve();
            curve.setName(task.getTaskName());
            curve.setSmooth(true);
            curve.setType("line");
            curve.setData(resultData.getCurveParam().getYData());
            curveList.add(curve);
        }
        dto.setXDataList(xData);
        dto.setDataList(dataDtoList);
        dto.setCurveList(curveList);
        return dto;
    }
}