| 提交 | 用户 | 时间 | ||
| 7fd198 | 1 | package com.iailab.module.model.mdk.sample; |
| 潘 | 2 | |
| 91343d | 3 | import com.iailab.module.data.api.ind.IndItemApi; |
| 潘 | 4 | import com.iailab.module.data.api.ind.dto.ApiIndItemDTO; |
| e78121 | 5 | import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO; |
| 7fd198 | 6 | import com.iailab.module.data.api.point.dto.ApiPointDTO; |
| e78121 | 7 | import com.iailab.module.data.enums.DataPointFreqEnum; |
| 91343d | 8 | import com.iailab.module.data.enums.TimeGranularitySecEnum; |
| 潘 | 9 | import com.iailab.module.model.mcs.pre.service.MmPredictItemService; |
| e78121 | 10 | import com.iailab.module.model.mdk.common.enums.ModelParamType; |
| 7fd198 | 11 | import com.iailab.module.model.mdk.sample.dto.ColumnItem; |
| 潘 | 12 | import com.iailab.module.model.mdk.sample.dto.SampleInfo; |
| 13 | import org.springframework.beans.factory.annotation.Autowired; | |
| bab433 | 14 | import org.springframework.util.CollectionUtils; |
| 7fd198 | 15 | |
| 潘 | 16 | import java.util.Calendar; |
| 17 | import java.util.Date; | |
| 07890e | 18 | import java.util.Map; |
| 7fd198 | 19 | |
| 潘 | 20 | /** |
| 21 | * @author PanZhibao | |
| 22 | * @Description | |
| 23 | * @createTime 2024年09月03日 | |
| 24 | */ | |
| 25 | abstract class SampleInfoConstructor { | |
| e78121 | 26 | |
| 潘 | 27 | @Autowired |
| 91343d | 28 | private IndItemApi indItemApi; |
| 潘 | 29 | |
| 30 | @Autowired | |
| 31 | private MmPredictItemService mmPredictItemService; | |
| 7fd198 | 32 | |
| 潘 | 33 | /** |
| 34 | * prepareSampleInfo | |
| 35 | * | |
| 36 | * @param modelId | |
| 37 | * @param predictTime | |
| 38 | * @return | |
| 39 | */ | |
| bab433 | 40 | protected SampleInfo prepareSampleInfo(String modelId, Date predictTime, Map<Integer, Integer> dynamicDataLength) { |
| 7fd198 | 41 | //样本的列信息 |
| bab433 | 42 | return getColumnInfo(modelId, predictTime, dynamicDataLength); |
| 7fd198 | 43 | } |
| 潘 | 44 | |
| 45 | /** | |
| 46 | * 返回样本矩阵的列数 | |
| 47 | * | |
| 48 | * @param modelId | |
| 49 | * @return | |
| 50 | */ | |
| 51 | protected abstract Integer getSampleColumn(String modelId); | |
| 45520a | 52 | |
| D | 53 | |
| 54 | /** | |
| 55 | * 样本的列信息 | |
| 56 | * | |
| 57 | * @param modelId | |
| 58 | * @param predictTime | |
| 59 | * @return | |
| 60 | */ | |
| bab433 | 61 | protected abstract SampleInfo getColumnInfo(String modelId, Date predictTime, Map<Integer, Integer> dynamicDataLength); |
| 45520a | 62 | |
| D | 63 | /** |
| 64 | * 样本的采样周期 | |
| 65 | * | |
| 66 | * @param modelId | |
| 67 | * @return | |
| 68 | */ | |
| 69 | protected abstract Integer getSampleCycle(String modelId); | |
| 7fd198 | 70 | |
| 潘 | 71 | /** |
| 72 | * 获取开始时间 | |
| 73 | * | |
| 74 | * @param columnItem | |
| 75 | * @param originalTime | |
| 76 | * @return | |
| 77 | * @throws Exception | |
| 78 | */ | |
| e691b9 | 79 | protected Date getStartTime(ColumnItem columnItem, Date originalTime) { |
| 7fd198 | 80 | Date dateTime = new Date(); |
| 潘 | 81 | Calendar calendar = Calendar.getInstance(); |
| 82 | calendar.setTime(originalTime); | |
| e78121 | 83 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 84 | case DATAPOINT: |
| e691b9 | 85 | case PLAN: |
| D | 86 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), columnItem.getGranularity()); |
| 75a848 | 87 | break; |
| D | 88 | case IND: |
| 89 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength()-1, columnItem.getGranularity()); | |
| 7fd198 | 90 | break; |
| 19a4fb | 91 | case NORMALITEM: |
| D | 92 | case MERGEITEM: |
| 3ddbb6 | 93 | dateTime = calendar.getTime(); |
| 7fd198 | 94 | break; |
| 潘 | 95 | default: |
| 96 | break; | |
| 97 | } | |
| 98 | return dateTime; | |
| 99 | } | |
| 100 | ||
| 101 | /** | |
| 102 | * 获取结束时间 | |
| 103 | * | |
| 104 | * @param columnItem | |
| 105 | * @param originalTime | |
| 106 | * @return | |
| 107 | * @throws Exception | |
| 108 | */ | |
| e691b9 | 109 | protected Date getEndTime(ColumnItem columnItem, Date originalTime) { |
| 7fd198 | 110 | Date dateTime = new Date(); |
| 潘 | 111 | Calendar calendar = Calendar.getInstance(); |
| 112 | calendar.setTime(originalTime); | |
| e78121 | 113 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 114 | case DATAPOINT: |
| e691b9 | 115 | case IND: |
| D | 116 | case PLAN: |
| b2aca2 | 117 | dateTime = calendar.getTime(); |
| 7fd198 | 118 | break; |
| 19a4fb | 119 | case NORMALITEM: |
| D | 120 | case MERGEITEM: |
| e691b9 | 121 | dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), columnItem.getGranularity()); |
| 7fd198 | 122 | break; |
| 潘 | 123 | default: |
| 124 | break; | |
| 125 | } | |
| 126 | return dateTime; | |
| 127 | } | |
| 128 | ||
| 129 | /** | |
| 130 | * 获取粒度，s | |
| 131 | * | |
| 132 | * @param columnItem | |
| 133 | * @return | |
| 134 | * @throws Exception | |
| 135 | */ | |
| 75a848 | 136 | protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap,Map<String, ApiIndItemDTO> indMap) { |
| 91343d | 137 | // 默认60s |
| 7fd198 | 138 | Integer granularity = 60; |
| 91343d | 139 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 140 | case DATAPOINT: |
| 8bf553 | 141 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| e78121 | 142 | granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue(); |
| 7fd198 | 143 | break; |
| 19a4fb | 144 | case NORMALITEM: |
| D | 145 | case MERGEITEM: |
| 50084d | 146 | granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity(); |
| 7fd198 | 147 | break; |
| 91343d | 148 | case IND: |
| 75a848 | 149 | ApiIndItemDTO indItemDTO = indMap.get(columnItem.getParamId()); |
| 91343d | 150 | granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();; |
| 7fd198 | 151 | break; |
| 91343d | 152 | case PLAN: |
| 8bf553 | 153 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| 91343d | 154 | granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue(); |
| 7fd198 | 155 | break; |
| 潘 | 156 | default: |
| 157 | break; | |
| 158 | } | |
| 159 | return granularity; | |
| 160 | } | |
| 161 | ||
| 162 | /** | |
| 163 | * 计算取值的时间 | |
| 164 | * | |
| 165 | * @param originalTime | |
| 166 | * @param backward | |
| 167 | * @param dataLength | |
| 168 | * @param granularity | |
| 169 | * @return | |
| 170 | */ | |
| 171 | public Date calculateTime(Date originalTime, Boolean backward, int dataLength, int granularity) { | |
| 172 | int timeLength; | |
| 173 | if (backward) { | |
| 174 | timeLength = (-1) * dataLength; | |
| 175 | } else { | |
| 033e69 | 176 | timeLength = dataLength; |
| 7fd198 | 177 | } |
| 潘 | 178 | Date desTime = originalTime; |
| 179 | Calendar calendar = Calendar.getInstance(); | |
| 180 | calendar.setTime(desTime); | |
| 181 | calendar.set(Calendar.MILLISECOND, 0); | |
| 182 | // 数据长度 * 粒度 | |
| 183 | calendar.add(Calendar.SECOND, timeLength * granularity); | |
| e78121 | 184 | return calendar.getTime(); |
| 潘 | 185 | } |
| bab433 | 186 | |
| 潘 | 187 | protected int getDataLength(Map<Integer, Integer> dynamicDataLength, Integer port, Integer dataLength) { |
| 188 | if (CollectionUtils.isEmpty(dynamicDataLength)) { | |
| 189 | return dataLength; | |
| 190 | } | |
| 191 | if (dynamicDataLength.containsKey(port)) { | |
| 192 | return dynamicDataLength.get(port); | |
| 193 | } | |
| 194 | return dataLength; | |
| 195 | } | |
| 7fd198 | 196 | } |
