| 提交 | 用户 | 时间 | ||
| 7fd198 | 1 | package com.iailab.module.model.mdk.predict.impl; |
| 潘 | 2 | |
| 3 | import com.iailab.module.data.api.point.DataPointApi; | |
| 4 | import com.iailab.module.data.api.point.dto.ApiPointDTO; | |
| e78121 | 5 | import com.iailab.module.data.enums.DataPointFreqEnum; |
| 7fd198 | 6 | import com.iailab.module.model.mdk.common.enums.ItemPredictStatus; |
| 潘 | 7 | import com.iailab.module.model.mdk.common.exceptions.ItemInvokeException; |
| 8 | import com.iailab.module.model.mdk.factory.ItemEntityFactory; | |
| 9 | import com.iailab.module.model.mdk.factory.PredictItemFactory; | |
| 10 | import com.iailab.module.model.mdk.predict.PredictItemHandler; | |
| 11 | import com.iailab.module.model.mdk.predict.PredictResultHandler; | |
| 12 | import com.iailab.module.model.mdk.vo.DataValueVO; | |
| 13 | import com.iailab.module.model.mdk.vo.ItemVO; | |
| 14 | import com.iailab.module.model.mdk.vo.MmItemOutputVO; | |
| 15 | import com.iailab.module.model.mdk.vo.PredictResultVO; | |
| 16 | import lombok.extern.slf4j.Slf4j; | |
| 17 | import org.springframework.beans.factory.annotation.Autowired; | |
| 18 | import org.springframework.stereotype.Component; | |
| 19 | ||
| 20 | import java.sql.Timestamp; | |
| 21 | import java.util.*; | |
| 22 | ||
| 23 | /** | |
| 24 | * @author PanZhibao | |
| 25 | * @Description | |
| 26 | * @createTime 2024年09月01日 | |
| 27 | */ | |
| 28 | @Slf4j | |
| 29 | @Component | |
| 30 | public class PredictItemMergeHandlerImpl implements PredictItemHandler { | |
| 31 | ||
| 32 | @Autowired | |
| 33 | private ItemEntityFactory itemEntityFactory; | |
| 34 | ||
| 35 | @Autowired | |
| 36 | private DataPointApi dataPointApi; | |
| 37 | ||
| 38 | @Autowired | |
| 39 | private PredictItemFactory predictItemFactory; | |
| 40 | ||
| 41 | @Autowired | |
| 42 | private PredictResultHandler predictResultHandler; | |
| 43 | ||
| 44 | @Override | |
| 45 | public PredictResultVO predict(Date predictTime, ItemVO predictItemDto) | |
| 46 | throws ItemInvokeException { | |
| 47 | PredictResultVO predictResult = new PredictResultVO(); | |
| 48 | ItemPredictStatus itemStatus = ItemPredictStatus.PREDICTING; | |
| 49 | String itemId = predictItemDto.getId(); | |
| 50 | try { | |
| 51 | String expression = itemEntityFactory.getMergeItem(itemId).getExpression(); | |
| 52 | int predictLength = itemEntityFactory.getItemById(itemId).getPredictLength(); | |
| 53 | double[][] predictResultMat = new double[predictLength][1]; | |
| 54 | Map<String, List<DataValueVO>> predictValueMap = new HashMap<>(); | |
| 55 | String[] mathItem = expression.split("[\\+ \\-]"); | |
| 56 | ArrayList<Character> operator = new ArrayList<>(); | |
| 57 | for (int i = 0; i < expression.length(); i++) { | |
| 58 | if (expression.charAt(i)=='+' || expression.charAt(i)=='-'){ | |
| 59 | operator.add(expression.charAt(i)); | |
| 60 | } | |
| 61 | } | |
| 62 | String[] compositionItem = expression.split(String.valueOf("&".toCharArray())); | |
| 63 | //是否为计算预测项 | |
| 64 | if (mathItem.length > 1) { | |
| 65 | for (String itemNo : mathItem) { | |
| 66 | if (itemNo.length() > 4) { | |
| 67 | Date endTime = predictTime; | |
| 68 | ItemVO itemEntity = itemEntityFactory.getItemByItemNo(itemNo); | |
| 69 | List<MmItemOutputVO> outPutList = itemEntityFactory.getOutPutByItemId(itemEntity.getId()); | |
| 536b8e | 70 | ApiPointDTO pointEntity = dataPointApi.getInfoById(outPutList.get(0).getPointId()); |
| 7fd198 | 71 | |
| 潘 | 72 | Calendar calendar = Calendar.getInstance(); |
| 73 | calendar.setTime(endTime); | |
| e78121 | 74 | calendar.add(Calendar.SECOND, (predictLength - 1) * DataPointFreqEnum.getEumByCode(pointEntity.getMinfreqid()).getValue()); |
| 7fd198 | 75 | endTime = new Timestamp(calendar.getTime().getTime()); |
| 潘 | 76 | List<DataValueVO> predictValueList = predictResultHandler.getPredictValueByItemNo(itemNo, predictTime, endTime); |
| 77 | if (predictValueList.size() != predictLength) { | |
| 78 | log.debug("merge项融合失败：缺少子项预测数据,对应子项ItemNo=" + itemNo); | |
| 79 | return null; | |
| 80 | } | |
| 81 | predictValueMap.put(itemNo, predictValueList); | |
| 82 | } | |
| 83 | } | |
| 84 | for (Integer i = 0; i < predictLength; i++) { | |
| 85 | double sum =0.0; | |
| 86 | sum = predictValueMap.get(mathItem[0]).get(i).getDataValue(); | |
| 87 | for (int j = 1; j < mathItem.length; j++) { | |
| 88 | if (operator.get(j-1)=='+') | |
| 89 | {sum += predictValueMap.get(mathItem[j]).get(i).getDataValue();} | |
| 90 | if (operator.get(j-1)=='-') | |
| 91 | {sum -= predictValueMap.get(mathItem[j]).get(i).getDataValue();} | |
| 92 | } | |
| 93 | predictResultMat[i][0] = sum; | |
| 94 | } | |
| 95 | } | |
| 96 | //是否为组合预测项 | |
| 97 | if (compositionItem.length > 1) { | |
| 98 | Map<String, PredictResultVO> predictResultMap = new HashMap<>(); | |
| 99 | Integer columnTotalNumber = 0; | |
| 100 | Integer rowNumber = 0; | |
| 101 | for (String itemNo : compositionItem) { | |
| 102 | PredictItemHandler predictItem = (PredictItemHandler) predictItemFactory.create(itemEntityFactory. | |
| 103 | getItemByItemNo(itemNo).getId()); | |
| 104 | predictResult = predictItem.predict(predictTime, predictItemDto); | |
| 105 | columnTotalNumber += Integer.valueOf(predictResult.getPredictMatrix().length); | |
| 106 | predictResultMap.put(itemNo, predictItem.predict(predictTime, predictItemDto)); | |
| 107 | } | |
| 108 | double[][] matrix = new double[columnTotalNumber][1]; | |
| 109 | for (String itemNo : compositionItem) { | |
| 110 | for (Integer i = 0; i < predictResultMap.get(itemNo).getPredictMatrix().length; i++) { | |
| 111 | matrix[rowNumber][0] = predictResultMap.get(itemNo).getPredictMatrix()[i][0]; | |
| 112 | rowNumber++; | |
| 113 | } | |
| 114 | } | |
| 115 | predictResult.setPredictMatrix(matrix); | |
| 116 | } | |
| 117 | predictResult.setPredictId(itemId); | |
| 118 | predictResult.setPredictMatrix(predictResultMat); | |
| 119 | predictResult.setPredictTime(predictTime); | |
| 120 | //预测项预测成功的状态 | |
| 121 | itemStatus = ItemPredictStatus.SUCCESS; | |
| 122 | } catch (Exception e) { | |
| 123 | //预测项预测失败的状态 | |
| 124 | itemStatus = ItemPredictStatus.FAILED; | |
| 125 | log.debug("merge项预测失败，itemId：" + itemId); | |
| 126 | throw e; | |
| 127 | } | |
| 128 | log.debug("预测完成，itemId：" + itemId + ",itemStatus：" + itemStatus.getValue()); | |
| 129 | return predictResult; | |
| 130 | } | |
| 131 | } | |
