| 提交 | 用户 | 时间 | ||
| 7fd198 | 1 | package com.iailab.module.model.mdk.predict; |
| 潘 | 2 | |
| 69bd5e | 3 | import com.baomidou.dynamic.datasource.annotation.DSTransactional; |
| D | 4 | import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity; |
| 7fd198 | 5 | import com.iailab.module.model.mcs.pre.service.MmItemResultService; |
| 潘 | 6 | import com.iailab.module.model.mdk.factory.ItemEntityFactory; |
| 7 | import com.iailab.module.model.mdk.vo.DataValueVO; | |
| 8 | import com.iailab.module.model.mdk.vo.PredictResultVO; | |
| 9 | import org.springframework.beans.factory.annotation.Autowired; | |
| 10 | import org.springframework.scheduling.annotation.Async; | |
| 11 | import org.springframework.stereotype.Service; | |
| 12 | import org.springframework.util.CollectionUtils; | |
| 13 | ||
| 14 | import java.util.*; | |
| 15 | ||
| 16 | @Service | |
| 17 | public class PredictResultHandler { | |
| 18 | @Autowired | |
| 19 | private MmItemResultService mmItemResultService; | |
| 20 | ||
| 21 | @Autowired | |
| 22 | private ItemEntityFactory itemEntityFactory; | |
| 23 | ||
| 24 | /** | |
| 25 | * convertToPredictData | |
| 26 | * | |
| 27 | * @param predictResult | |
| 28 | * @return | |
| 29 | */ | |
| 9162d9 | 30 | public Map<String, List<DataValueVO>> convertToPredictData(PredictResultVO predictResult) { |
| 7fd198 | 31 | Map<String, List<DataValueVO>> resultMap = new HashMap<>(); |
| a4891a | 32 | List<MmItemOutputEntity> itemOutPutList = itemEntityFactory.getOutPutByItemId(predictResult.getPredictId()); |
| 7fd198 | 33 | |
| 潘 | 34 | if (!CollectionUtils.isEmpty(predictResult.getPredictList())) { |
| 35 | resultMap.put(itemOutPutList.get(0).getId(), predictResult.getPredictList()); | |
| 36 | return resultMap; | |
| 37 | } | |
| a4891a | 38 | Map<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs(); |
| 69bd5e | 39 | HashMap<String,List<DataValueVO>> predictLists = new HashMap<>(); |
| a4891a | 40 | for (Map.Entry<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) { |
| 69bd5e | 41 | Integer rows = entry.getValue().length; |
| 7fd198 | 42 | List<DataValueVO> predictDataList = new ArrayList<>(); |
| 69bd5e | 43 | Calendar calendar = Calendar.getInstance(); |
| D | 44 | calendar.setTime(predictResult.getPredictTime()); |
| 45 | for (Integer i = 0; i < rows; i++) { | |
| 7fd198 | 46 | DataValueVO predictData = new DataValueVO(); |
| 69bd5e | 47 | predictData.setDataTime(calendar.getTime()); |
| D | 48 | predictData.setDataValue(Double.valueOf(entry.getValue()[i])); |
| 7fd198 | 49 | predictDataList.add(predictData); |
| 69bd5e | 50 | |
| 4f1717 | 51 | calendar.add(Calendar.SECOND, predictResult.getGranularity()); |
| 7fd198 | 52 | } |
| 69bd5e | 53 | resultMap.put(entry.getKey().getId(), predictDataList); |
| 4f1717 | 54 | predictLists.put(entry.getKey().getResultstr(), predictDataList); |
| 7fd198 | 55 | } |
| 69bd5e | 56 | predictResult.setPredictLists(predictLists); |
| 7fd198 | 57 | return resultMap; |
| 潘 | 58 | } |
| 59 | ||
| 4f1717 | 60 | public Map<String, List<DataValueVO>> convertToPredictData2(PredictResultVO predictResult) { |
| 潘 | 61 | Map<String, List<DataValueVO>> predictLists = new HashMap<>(); |
| 62 | if (!CollectionUtils.isEmpty(predictResult.getPredictList())) { | |
| 63 | return predictLists; | |
| 64 | } | |
| a4891a | 65 | Map<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs(); |
| 潘 | 66 | for (Map.Entry<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) { |
| 4f1717 | 67 | Integer rows = entry.getValue().length; |
| 潘 | 68 | List<DataValueVO> predictDataList = new ArrayList<>(); |
| 69 | Calendar calendar = Calendar.getInstance(); | |
| 70 | calendar.setTime(predictResult.getPredictTime()); | |
| 71 | for (Integer i = 0; i < rows; i++) { | |
| 72 | DataValueVO predictData = new DataValueVO(); | |
| 73 | predictData.setDataTime(calendar.getTime()); | |
| 74 | predictData.setDataValue(Double.valueOf(entry.getValue()[i])); | |
| 75 | predictDataList.add(predictData); | |
| 76 | ||
| 77 | calendar.add(Calendar.SECOND, predictResult.getGranularity()); | |
| 78 | } | |
| 79 | predictLists.put(entry.getKey().getResultstr(), predictDataList); | |
| 80 | } | |
| 81 | return predictLists; | |
| 82 | } | |
| 83 | ||
| 7fd198 | 84 | /** |
| 潘 | 85 | * savePredictResult |
| 86 | * | |
| 87 | * @param predictResult | |
| 88 | */ | |
| 89 | @Async | |
| 69bd5e | 90 | @DSTransactional |
| 7fd198 | 91 | public void savePredictResult(PredictResultVO predictResult) { |
| 潘 | 92 | Map<String, List<DataValueVO>> resultMap = convertToPredictData(predictResult); |
| 93 | mmItemResultService.savePredictValue(resultMap, predictResult.getLt(), "n", predictResult.getPredictTime()); | |
| a6e46f | 94 | // 存double类型输出 |
| D | 95 | if (!CollectionUtils.isEmpty(predictResult.getPredictDoubleValues())) { |
| 96 | mmItemResultService.savePredictValue(predictResult.getPredictDoubleValues(), predictResult.getPredictTime()); | |
| 97 | } | |
| 7fd198 | 98 | } |
| 潘 | 99 | |
| 100 | public List<DataValueVO> getPredictValueByItemNo(String itemNo, Date start, Date end) { | |
| 101 | String itemId = itemEntityFactory.getItemByItemNo(itemNo).getId(); | |
| a4891a | 102 | List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId); |
| 7fd198 | 103 | return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end); |
| 潘 | 104 | } |
| 105 | ||
| 106 | public List<DataValueVO> getPredictValueByItemId(String itemId, Date start, Date end) { | |
| a4891a | 107 | List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId); |
| 7fd198 | 108 | return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end); |
| 潘 | 109 | } |
| 110 | } | |
