package com.zt.life.modules.mainPart.taskReliability.service;

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.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 org.apache.commons.io.IOUtils;
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 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.*;
import java.util.*;
import java.util.stream.Collectors;


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

    @Value("${spring.redis.host}")
    private String redisHost;
    @Value("${spring.redis.port}")
    private String redisPort;
    @Value("${data.reliaSimLib.mainPy}")
    private String reliaSimMain;
    @Value("${data.reliaSimLib.resultHome}")
    private String resultHome;
    @Value("${data.reliaSimLib.fixedRandomSeed}")
    private String fixedRandomSeed;

    @Autowired
    private RedisTemplate redisTemplate;
    @Autowired
    private TaskService taskService;
    @Autowired
    private SimulatAssessTaskPhaseModelService simulatAssessTaskPhaseModelService;
    @Autowired
    private TaskPhaseDao taskPhaseDao;
    @Autowired
    private TaskPhaseModelDao taskPhaseModelDao;
    @Autowired
    private OperatConditModelDao operatConditModelDao;
    @Autowired
    private ModelNodeAlgorithmDao modelNodeAlgorithmDao;
    @Autowired
    private AlgorithmDao algorithmDao;
    @Autowired
    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<>();

    private JSONObject xmlJSONObj;


    /**
     * 分页查询
     *
     * @param queryFilter
     * @return
     */
   /* public List<SimulatAssess> page(QueryFilter queryFilter) {
        return baseDao.getList(queryFilter.getQueryParams());
    }*/

    /**
     * 删除
     *
     * @param ids
     */
    public void delete(Long[] ids) {
        super.deleteLogic(ids);
    }

    public Integer getNumById(Long productId, Long taskModelId) {
        return baseDao.getNumById(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> getProduct(Long productId, Long taskId) {
        return baseDao.getChildren(productId, taskId);
    }

    public String getTimeDiagram(Long productId, Long taskId, Long fzId) {
        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");

        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
        for (int i = 0; i < list.size(); i++) {
            x1 = 0;
            groupY = groupHeight * i;
            ProductStatusDto dto = list.get(i);
            double startTime = 0.0;
            for (StatusDto status : dto.getStatusList()) {
                switch (status.getStatus()) {
                    case "O":
                        y = groupY;
                        break;
                    case "F":
                        y = groupY;// + spaceHeight;
                        break;
                    case "I":
                    case "S":
                    case "M":
                        y = groupY;// + 2 * spaceHeight;
                        break;
                }
                x2 = x1 + status.getTimes() * pointNumPerHour + 5;
                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);
            jsonArray.add(textJson);
        }

        //图例
        int spaceWitdth = 80;
        x1 = -spaceWitdth;
        x2 = -11;
        y = -110;
        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);
            jsonArray.add(f);
        }

        //阶段模型及刻度
        x1 = 0;
        x2 = 0;
        double y1 = -80;
        y = -60;
        double y2 = -50;

        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;
        }


        return jsonObject.toString();
    }

    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 void getPetsInfo() {
        Map<String, Object> params = new HashMap<String, Object>();
        params.put("projectId", 10000);
        params.put("diagramId", 10000);
        List<TimeDiagram> list_style = baseDao.getTimeDiagram(params);
        if (list_style.size() > 0) {
            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());
                    }
                    if ("故障".equals(nodeMarker)) {
                        templetsMap.put("F", jsonObject);
                        templetsStrMap.put("F", jsonObject.toString());
                    }
                    if ("空闲".equals(nodeMarker)) {
                        templetsMap.put("I", jsonObject);
                        templetsStrMap.put("I", jsonObject.toString());
                    }
                    if ("备份".equals(nodeMarker)) {
                        templetsMap.put("S", jsonObject);
                        templetsStrMap.put("S", jsonObject.toString());
                    }
                    if ("未用".equals(nodeMarker)) {
                        templetsMap.put("M", jsonObject);
                        templetsStrMap.put("M", 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());
                    }
                }
            }
        }
    }

    public List<ProductStatusDto> getStatusData(Long productId, Long taskId) {
        List<ProductStatusDto> childList = this.getProduct(productId, taskId);
        for (ProductStatusDto item : childList) {
            JSONArray jsonArray = dialgramJson.getJSONArray(String.valueOf(item.getId()));
            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 Result simulate(SimulatAssess simulatAssess) {
        Result result = null;
        // 1. 检查模型完整性
        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. 组装供算法库仿真的模型xml
        assembleModelXml(simulatAssess);

        // 3. 调用算法库，进行仿真计算
        result = callReliaSimLib(simulatAssess);

        return result;
    }

    private Result callReliaSimLib(SimulatAssess simulatAssess) {
        Result result = null;
        InputStream is = null;
        BufferedReader br = null;
        try {
            setParamToRedis(simulatAssess);

            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) {
                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(); // 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 = 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("启动算法库仿真时发生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(SimulatAssess simulatAssess) {
        String key = simulatAssess.getId().toString() + RELIA_SIM_TASK_TYPE_SIMULATION;
        logger.info("redis key：" + key);
        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("result_home", resultHome);
        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);
        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 void saveSimulatAssessTaskPhaseModel(SimulatAssess simulatAssess,
                                                 Task task,
                                                 List<TaskPhase> taskPhases,
                                                 List<TaskPhaseModel> taskPhaseModelAll) {
        int sort = 1;
        for (TaskPhaseModel tpm : taskPhaseModelAll) {
            TaskPhase phase = taskPhases.stream().filter(item ->
                    tpm.getPhaseId().equals(item.getId())).collect(Collectors.toList()).get(0);
            SimulatAssessTaskPhaseModel satpm = new SimulatAssessTaskPhaseModel();
            satpm.setId(UUIDUtil.generateId());
            satpm.setFzId(simulatAssess.getId());
            satpm.setTaskId(task.getId());
            satpm.setTaskName(task.getTaskName());
            satpm.setTaskDuration(task.getTaskDuration());
            satpm.setPhaseId(tpm.getPhaseId());
            satpm.setPhaseName(phase.getPhaseName());
            satpm.setPhaseDurationRate(phase.getPhaseDurationRate());
            satpm.setPhaseDuration(phase.getPhaseDuration());
            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());
            satpm.setGkDuration(tpm.getOperatConditDuration());
            satpm.setSort(sort++);
            simulatAssessTaskPhaseModelService.insert(satpm);
        }
    }

    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(",")));
            }
        }
    }

    private void addFailureModelsTag(List<FailureModel> failureModels,
                                     Element root) {
        Element ele = null;
        Element failureModelsTag = root.addElement("failure_models");
        for (FailureModel failureModel : failureModels) {
            Element failureModelTag = failureModelsTag.addElement("failure_model");
            failureModelTag.addAttribute("name", failureModel.getId().toString());
            failureModelTag.addAttribute("type", failureModel.getType());
            switch (failureModel.getType()) {
                case FailureModel.TYPE_EXP:
                    ele = failureModelTag.addElement("failure-rate");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam1()));
                    break;
                case FailureModel.TYPE_BIN:
                    ele = failureModelTag.addElement("reliability");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam1()));
                    ele = failureModelTag.addElement("n");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam2()));
                    ele = failureModelTag.addElement("k");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam3()));
                    break;
                case FailureModel.TYPE_WBL:
                    ele = failureModelTag.addElement("scale");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam2()));
                    ele = failureModelTag.addElement("shape");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam3()));
                    break;
                case FailureModel.TYPE_FIX:
                    ele = failureModelTag.addElement("reliability");
                    ele.addAttribute("value", String.valueOf(failureModel.getParam1()));
                    break;
                default:
                    break;
            }
        }
    }

    private void addRepairModelsTag(List<RepairModel> repairModels,
                                    Element root) {
        Element ele = null;
        Element repairModelsTag = root.addElement("repair_models");
        for (RepairModel repairModel : repairModels) {
            Element repairModelTag = repairModelsTag.addElement("repair_model");
            repairModelTag.addAttribute("name", repairModel.getId().toString());
            repairModelTag.addAttribute("type", repairModel.getType());
            switch (repairModel.getType()) {
                case RepairModel.TYPE_EXP:
                    ele = repairModelTag.addElement("repair-rate");
                    ele.addAttribute("value", String.valueOf(repairModel.getParam1()));
                    break;
                case RepairModel.TYPE_WBL:
                    ele = repairModelTag.addElement("scale");
                    ele.addAttribute("value", String.valueOf(repairModel.getParam2()));
                    ele = repairModelTag.addElement("shape");
                    ele.addAttribute("value", String.valueOf(repairModel.getParam3()));
                    break;
                default:
                    break;
            }
        }
    }

    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 = 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
        double duration = taskPhaseModels.get(taskPhaseModels.size() - 1).getOperatConditDuration();
        taskPhaseModels.get(taskPhaseModels.size() - 1).setOperatConditDuration(duration + taskPhase.getPhaseDuration() - sum);
    }

    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;
        for (TaskPhase taskPhase : taskPhases) {
            double duration = task.getTaskDuration() * taskPhase.getPhaseDurationRate() / totalRate;
            taskPhase.setPhaseDuration(duration);
            sum += duration;
        }
        // 把零头补到最后一个阶段
        double duration = taskPhases.get(taskPhases.size() - 1).getPhaseDuration();
        taskPhases.get(taskPhases.size() - 1).setPhaseDuration(duration + task.getTaskDuration() - sum);

        return taskPhases;
    }

    private void addModelsTag(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) {
        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);
            node2DOM(taskId,
                    taskPhaseModel,
                    gkModelTop.getModelId(),
                    productId,
                    productName,
                    productNamePath,
                    productList,
                    paramDataList,
                    gkModelsAssembled,
                    algorithmList,
                    modelNodeAndVnodeList,
                    binoParams,
                    computerNode, modelTag,
                    failureModels, repairModels);
        }
    }

    // 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<TaskBinoParam> binoParams,
                          ModelNode node,
                          Element parent,
                          List<FailureModel> failureModels,
                          List<RepairModel> repairModels) {
        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);
                node2DOM(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
                Element nodeTag = parent.addElement("node");
                nodeTag.addAttribute("name", dataId.toString());
                nodeTag.addAttribute("real_name", product.getName());
                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);
                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()) {
                    // 可维修
                    RepairModel repairModel = createRepairModel(paramData);
                    repairModels.add(repairModel);
                    Element repairTag = nodeTag.addElement("repair_model");
                    repairTag.addAttribute("name", repairModel.getId().toString());
                }
            }
        } else {
            // vnode（运算节点）
            Algorithm algo = algorithmList.stream().filter(item ->
                    node.getId().equals(item.getId())).collect(Collectors.toList()).get(0);
            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);
            }
            if ("series".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "series");
            } else if ("parallel".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "parallel");
            } else if ("vote".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "vote");
                element.addAttribute("k", algo.getVoteNum().toString());
            } else if ("switch".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "standby");
            } else if ("bridge".equals(algo.getAlgorithmType())) {
                element.addAttribute("type", "bridge");
            }
            String[] computerNodeListStr = algo.getComputerList().split(",");
            for (String nodeStr : computerNodeListStr) {
                ModelNode mn = modelNodeAndVnodeList.stream().filter(item ->
                        nodeStr.equals(item.getId().toString())).collect(Collectors.toList()).get(0);
                node2DOM(taskId,
                        taskPhaseModel,
                        modelId,
                        null,
                        null,
                        null,
                        productList,
                        paramDataList,
                        gkModelsAssembled,
                        algorithmList,
                        modelNodeAndVnodeList,
                        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().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 RepairModel createRepairModel(ParamData paramData) {
        RepairModel repairModel = new RepairModel();
        repairModel.setId(UUIDUtil.generateId());
        switch (paramData.getRepairDistribType()) {
            case 1:
                // 指数分布
                repairModel.setType(FailureModel.TYPE_EXP);
                repairModel.setParam1(1.0 / paramData.getRepairMttcr());
                break;
            case 2:
                // 威布尔分布
                repairModel.setType(FailureModel.TYPE_WBL);
                repairModel.setParam2(paramData.getRepairMttcrOtherParams2());
                repairModel.setParam3(paramData.getRepairMttcrOtherParams3());
                break;
            case 3:
                // 二项分布（维修没有）
                break;
            default:
                break;
        }

        return repairModel;
    }

    public List<WeakDto> getReliabilityWeakness(Long fzId, Long taskId, Long productId) {
        String filePath = path + "/" + fzId + "/" + "result.xml";
        List<WeakDto> list = new ArrayList<>();
        Map<Long, WeakDto> map = new HashMap<>();
        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();
            }

        }

        List<WeakDto> productList = baseDao.getProductList(taskId, productId);
        for (WeakDto dto : productList) {
            map.put(dto.getId(), dto);
        }
        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;
            Object nameValue = jsonArray.getJSONObject(i).get("name");
            if (nameValue instanceof Long) {
                productId1 = (Long) nameValue;
                if (map.get(productId1) != null) {
                    WeakDto weakDto = map.get(productId1);
                    Double mtbfTime = null;

                    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);

                    if (weakDto != null) {
                        data.setId(weakDto.getId());
                        data.setSort(weakDto.getSort());
                        data.setPid(weakDto.getPid());
                        data.setName(weakDto.getName());
                        data.setProductType(weakDto.getProductType());
                        data.setTimeRate(weakDto.getTimeRate());
                        mtbfTime = mtbf / weakDto.getTimeRate();
                    }

                    data.setMtbfTime(mtbfTime);
                    data.setIsWeak(0);

                    list.add(data);
                }
            }
        }
        List<WeakDto> treeList = new ArrayList<>();
        if (list.size() > 0) {
            treeList = TreeUtils.build(list);
            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 SchemeComparDto SchemeCompar(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);
            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;
    }

    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());
        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++) {
            Long productId = null;
            Object nameValue = jsonArray.getJSONObject(i).get("name");
            if (nameValue instanceof Long) {
                productId = (Long) nameValue;
                if (productId.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;
    }
}