| 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; |
| 4af6b1 | 4 | import com.iailab.module.model.common.enums.CommonDict; |
| 69bd5e | 5 | import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity; |
| 7fd198 | 6 | import com.iailab.module.model.mcs.pre.service.MmItemResultService; |
| b3674c | 7 | import com.iailab.module.model.mcs.sche.service.StAdjustResultService; |
| 7fd198 | 8 | import com.iailab.module.model.mdk.factory.ItemEntityFactory; |
| 潘 | 9 | import com.iailab.module.model.mdk.vo.DataValueVO; |
| 10 | import com.iailab.module.model.mdk.vo.PredictResultVO; | |
| 11 | import org.springframework.beans.factory.annotation.Autowired; | |
| 12 | import org.springframework.stereotype.Service; | |
| 13 | import org.springframework.util.CollectionUtils; | |
| 14 | ||
| 4af6b1 | 15 | import java.math.BigDecimal; |
| 7fd198 | 16 | import java.util.*; |
| 潘 | 17 | |
| 18 | @Service | |
| 19 | public class PredictResultHandler { | |
| 20 | @Autowired | |
| 21 | private MmItemResultService mmItemResultService; | |
| 22 | ||
| 23 | @Autowired | |
| 24 | private ItemEntityFactory itemEntityFactory; | |
| 25 | ||
| b3674c | 26 | @Autowired |
| 潘 | 27 | private StAdjustResultService stAdjustResultService; |
| 28 | ||
| 7fd198 | 29 | /** |
| 潘 | 30 | * convertToPredictData |
| 31 | * | |
| 32 | * @param predictResult | |
| 33 | * @return | |
| 34 | */ | |
| 9162d9 | 35 | public Map<String, List<DataValueVO>> convertToPredictData(PredictResultVO predictResult) { |
| 7fd198 | 36 | Map<String, List<DataValueVO>> resultMap = new HashMap<>(); |
| b3674c | 37 | Map<MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs(); |
| 潘 | 38 | HashMap<String, List<DataValueVO>> predictLists = new HashMap<>(); |
| 39 | for (Map.Entry<MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) { | |
| 69bd5e | 40 | Integer rows = entry.getValue().length; |
| 7fd198 | 41 | List<DataValueVO> predictDataList = new ArrayList<>(); |
| 69bd5e | 42 | Calendar calendar = Calendar.getInstance(); |
| D | 43 | calendar.setTime(predictResult.getPredictTime()); |
| 44 | for (Integer i = 0; i < rows; i++) { | |
| 7fd198 | 45 | DataValueVO predictData = new DataValueVO(); |
| 69bd5e | 46 | predictData.setDataTime(calendar.getTime()); |
| D | 47 | predictData.setDataValue(Double.valueOf(entry.getValue()[i])); |
| 7fd198 | 48 | predictDataList.add(predictData); |
| 69bd5e | 49 | |
| 4f1717 | 50 | calendar.add(Calendar.SECOND, predictResult.getGranularity()); |
| 7fd198 | 51 | } |
| 69bd5e | 52 | resultMap.put(entry.getKey().getId(), predictDataList); |
| 4f1717 | 53 | predictLists.put(entry.getKey().getResultstr(), predictDataList); |
| 4af6b1 | 54 | |
| D | 55 | //处理累计计算 |
| 56 | if (entry.getKey().getIscumulant() == 1) { | |
| b3674c | 57 | resultMap.put(entry.getKey().getId() + CommonDict.CUMULANT_SUFFIX, new ArrayList<DataValueVO>() {{ |
| 4af6b1 | 58 | DataValueVO predictData = new DataValueVO(); |
| D | 59 | // 时间 预测时间+预测长度*粒度 |
| 60 | Calendar calendar = Calendar.getInstance(); | |
| 61 | calendar.setTime(predictResult.getPredictTime()); | |
| 62 | calendar.add(Calendar.SECOND, predictResult.getGranularity() * (rows - 1)); | |
| 63 | predictData.setDataTime(calendar.getTime()); | |
| 64 | //值 所有值相加/除数 | |
| 65 | BigDecimal sum = BigDecimal.valueOf(Arrays.stream(entry.getValue()).sum()); | |
| 66 | BigDecimal divisor = BigDecimal.valueOf(entry.getKey().getCumuldivisor()); | |
| 67 | predictData.setDataValue(sum.divide(divisor, 2, BigDecimal.ROUND_HALF_UP).doubleValue()); | |
| 68 | add(predictData); | |
| 69 | }}); | |
| 70 | } | |
| 7fd198 | 71 | } |
| 69bd5e | 72 | predictResult.setPredictLists(predictLists); |
| 7fd198 | 73 | return resultMap; |
| 潘 | 74 | } |
| 75 | ||
| 4f1717 | 76 | public Map<String, List<DataValueVO>> convertToPredictData2(PredictResultVO predictResult) { |
| 潘 | 77 | Map<String, List<DataValueVO>> predictLists = new HashMap<>(); |
| 78 | if (!CollectionUtils.isEmpty(predictResult.getPredictList())) { | |
| 79 | return predictLists; | |
| 80 | } | |
| 5131f1 | 81 | Map<MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs(); |
| 潘 | 82 | for (Map.Entry<MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) { |
| 4f1717 | 83 | Integer rows = entry.getValue().length; |
| 潘 | 84 | List<DataValueVO> predictDataList = new ArrayList<>(); |
| 85 | Calendar calendar = Calendar.getInstance(); | |
| 86 | calendar.setTime(predictResult.getPredictTime()); | |
| 87 | for (Integer i = 0; i < rows; i++) { | |
| 88 | DataValueVO predictData = new DataValueVO(); | |
| 89 | predictData.setDataTime(calendar.getTime()); | |
| 90 | predictData.setDataValue(Double.valueOf(entry.getValue()[i])); | |
| 91 | predictDataList.add(predictData); | |
| 92 | ||
| 93 | calendar.add(Calendar.SECOND, predictResult.getGranularity()); | |
| 94 | } | |
| 95 | predictLists.put(entry.getKey().getResultstr(), predictDataList); | |
| 96 | } | |
| 97 | return predictLists; | |
| 98 | } | |
| 99 | ||
| 7fd198 | 100 | /** |
| 潘 | 101 | * savePredictResult |
| 102 | * | |
| 103 | * @param predictResult | |
| 104 | */ | |
| 69bd5e | 105 | @DSTransactional |
| 7fd198 | 106 | public void savePredictResult(PredictResultVO predictResult) { |
| 潘 | 107 | Map<String, List<DataValueVO>> resultMap = convertToPredictData(predictResult); |
| 108 | mmItemResultService.savePredictValue(resultMap, predictResult.getLt(), "n", predictResult.getPredictTime()); | |
| 109 | } | |
| 110 | ||
| b3674c | 111 | /** |
| 潘 | 112 | * savePredictAdjustResult |
| 113 | * | |
| 114 | * @param predictResult | |
| 115 | */ | |
| 116 | @DSTransactional | |
| 117 | public void savePredictAdjustResult(PredictResultVO predictResult, String adjustValue, String scheduleModelId) { | |
| 118 | Map<String, List<DataValueVO>> resultMap = convertToPredictData(predictResult); | |
| 119 | stAdjustResultService.saveResult(resultMap, predictResult.getPredictTime(), adjustValue, scheduleModelId); | |
| 120 | } | |
| 121 | ||
| 7fd198 | 122 | public List<DataValueVO> getPredictValueByItemNo(String itemNo, Date start, Date end) { |
| 潘 | 123 | String itemId = itemEntityFactory.getItemByItemNo(itemNo).getId(); |
| a4891a | 124 | List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId); |
| 7fd198 | 125 | return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end); |
| 潘 | 126 | } |
| 127 | ||
| 128 | public List<DataValueVO> getPredictValueByItemId(String itemId, Date start, Date end) { | |
| a4891a | 129 | List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId); |
| 7fd198 | 130 | return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end); |
| 潘 | 131 | } |
| 132 | } | |
