iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/schedule/impl/ScheduleModelHandlerImpl.java

@@ -1,5 +1,6 @@
package com.iailab.module.model.mdk.schedule.impl;

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.iail.model.IAILModel;
@@ -27,6 +28,7 @@
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

/**
 * @author PanZhibao
@@ -50,7 +52,7 @@
    private SampleConstructor sampleConstructor;

    @Override
    public ScheduleResultVO doSchedule(String schemeCode, Date scheduleTime) throws ModelInvokeException {
    public ScheduleResultVO doSchedule(String schemeCode, Date scheduleTime, HashMap<String, Object> params) throws ModelInvokeException {
        ScheduleResultVO scheduleResult = new ScheduleResultVO();
        StScheduleSchemeEntity scheduleScheme = stScheduleSchemeService.getByCode(schemeCode);
        StScheduleModelEntity scheduleModel = stScheduleModelService.get(scheduleScheme.getModelId());
@@ -61,7 +63,9 @@
        String modelId = scheduleModel.getId();
        try {
            //1.根据模型id构造模型输入样本
            List<SampleData> sampleDataList = sampleConstructor.constructSample(TypeA.Schedule.name(), modelId, scheduleTime);
            long now = System.currentTimeMillis();
            List<SampleData> sampleDataList = sampleConstructor.constructSample(TypeA.Schedule.name(), modelId, scheduleTime,scheduleScheme.getName());
            log.info("构造模型输入样本消耗时长：" + (System.currentTimeMillis() - now) / 1000 + "秒");
            if (CollectionUtils.isEmpty(sampleDataList)) {
                log.info("调度模型构造样本失败，schemeCode=" + schemeCode);
                return null;
@@ -72,6 +76,14 @@
            if (settings == null) {
                log.error("模型setting不存在，modelId=" + modelId);
                return null;
            }
            //如果输入参数中包含setting，则覆盖默认的setting
            if (!params.isEmpty()){
                for (Map.Entry<String, Object> entry : params.entrySet()){
                    if (settings.containsKey(entry.getKey())){
                        settings.put(entry.getKey(), entry.getValue());
                    }
                }
            }
            // 校验setting必须有pyFile，否则可能导致程序崩溃
            if (!settings.containsKey(MdkConstant.PY_FILE_KEY)) {
@@ -86,28 +98,26 @@
            param2Values[portLength] = settings;

            log.info("#######################调度模型 " + scheduleModel.getModelName() + " ##########################");
            JSONObject jsonObjNewModelBean = new JSONObject();
            jsonObjNewModelBean.put("newModelBean", newModelBean);
            log.info(String.valueOf(jsonObjNewModelBean));
            JSONObject jsonObjParam2Values = new JSONObject();
            jsonObjParam2Values.put("param2Values", param2Values);
            log.info(String.valueOf(jsonObjParam2Values));

            log.info("参数： " + JSON.toJSONString(param2Values));
            //IAILMDK.run
            HashMap<String, Object> modelResult = DllUtils.run(newModelBean, param2Values, scheduleScheme.getMpkprojectid());
            if (!modelResult.containsKey(CommonConstant.MDK_STATUS_CODE) || !modelResult.containsKey(CommonConstant.MDK_RESULT) ||
                    !modelResult.get(CommonConstant.MDK_STATUS_CODE).toString().equals(CommonConstant.MDK_STATUS_100)) {
                throw new RuntimeException("模型结果异常：" + modelResult);
            if (!modelResult.containsKey(CommonConstant.MDK_STATUS_CODE) || !modelResult.containsKey(CommonConstant.MDK_RESULT)) {
                log.info("模型结果异常：" + modelResult);
            }
            modelResult = (HashMap<String, Object>) modelResult.get(CommonConstant.MDK_RESULT);

            String statusCode = modelResult.get(CommonConstant.MDK_STATUS_CODE).toString();
            HashMap<String, Object> result = new HashMap<>();
            if (modelResult.containsKey(CommonConstant.MDK_RESULT) && modelResult.get(CommonConstant.MDK_RESULT) != null &&
                    CommonConstant.MDK_STATUS_100.equals(modelResult.get(CommonConstant.MDK_STATUS_CODE).toString())) {
                result = (HashMap<String, Object>) modelResult.get(CommonConstant.MDK_RESULT);
            }
            //打印结果
            JSONObject jsonObjResult = new JSONObject();
            jsonObjResult.put("result", modelResult);
            jsonObjResult.put("result", result);
            log.info(String.valueOf(jsonObjResult));

            //5.返回调度结果
            scheduleResult.setResult(modelResult);
            scheduleResult.setResultCode(statusCode);
            scheduleResult.setResult(result);
            scheduleResult.setModelId(modelId);
            scheduleResult.setSchemeId(scheduleScheme.getId());
            scheduleResult.setScheduleTime(scheduleTime);