| 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.PlanItemApi; |
| 潘 | 6 | import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO; |
| 7fd198 | 7 | import com.iailab.module.data.api.point.DataPointApi; |
| 潘 | 8 | import com.iailab.module.data.api.point.dto.ApiPointDTO; |
| e78121 | 9 | import com.iailab.module.data.enums.DataPointFreqEnum; |
| 潘 | 10 | import com.iailab.module.data.enums.TimeGranularityEnum; |
| 91343d | 11 | import com.iailab.module.data.enums.TimeGranularitySecEnum; |
| 潘 | 12 | import com.iailab.module.model.mcs.pre.service.MmPredictItemService; |
| e78121 | 13 | import com.iailab.module.model.mdk.common.enums.ModelParamType; |
| 7fd198 | 14 | import com.iailab.module.model.mdk.sample.dto.ColumnItem; |
| 潘 | 15 | import com.iailab.module.model.mdk.sample.dto.ColumnItemPort; |
| 16 | import com.iailab.module.model.mdk.sample.dto.SampleInfo; | |
| 17 | import org.springframework.beans.factory.annotation.Autowired; | |
| 18 | ||
| 19 | import java.util.Calendar; | |
| 20 | import java.util.Date; | |
| 21 | import java.util.List; | |
| 22 | ||
| 23 | /** | |
| 24 | * @author PanZhibao | |
| 25 | * @Description | |
| 26 | * @createTime 2024年09月03日 | |
| 27 | */ | |
| 28 | abstract class SampleInfoConstructor { | |
| 29 | ||
| 30 | @Autowired | |
| 31 | private DataPointApi dataPointApi; | |
| 32 | ||
| 33 | @Autowired | |
| 91343d | 34 | private PlanItemApi planItemApi; |
| e78121 | 35 | |
| 潘 | 36 | @Autowired |
| 91343d | 37 | private IndItemApi indItemApi; |
| 潘 | 38 | |
| 39 | @Autowired | |
| 40 | private MmPredictItemService mmPredictItemService; | |
| 7fd198 | 41 | |
| 潘 | 42 | /** |
| 43 | * prepareSampleInfo | |
| 44 | * | |
| 45 | * @param modelId | |
| 46 | * @param predictTime | |
| 47 | * @return | |
| 48 | */ | |
| 49 | public SampleInfo prepareSampleInfo(String modelId, Date predictTime) { | |
| 50 | SampleInfo sampleInfo = new SampleInfo(); | |
| 51 | //调用样本列数的方法 | |
| 52 | sampleInfo.setSampleColumn(getSampleColumn(modelId)); | |
| 53 | //样本的列信息 | |
| 54 | sampleInfo.setColumnInfo(getColumnInfo(modelId, predictTime)); | |
| 55 | //样本的采样周期 | |
| 56 | sampleInfo.setSampleCycle(getSampleCycle(modelId)); | |
| 57 | return sampleInfo; | |
| 58 | } | |
| 59 | ||
| 60 | /** | |
| 61 | * 返回样本矩阵的列数 | |
| 62 | * | |
| 63 | * @param modelId | |
| 64 | * @return | |
| 65 | */ | |
| 66 | protected abstract Integer getSampleColumn(String modelId); | |
| 67 | ||
| 68 | /** | |
| 69 | * 获取开始时间 | |
| 70 | * | |
| 71 | * @param columnItem | |
| 72 | * @param originalTime | |
| 73 | * @return | |
| 74 | * @throws Exception | |
| 75 | */ | |
| 76 | protected Date getStartTime(ColumnItem columnItem, Date originalTime) { | |
| 77 | Date dateTime = new Date(); | |
| 78 | Calendar calendar = Calendar.getInstance(); | |
| 79 | calendar.setTime(originalTime); | |
| e78121 | 80 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 81 | case DATAPOINT: |
| 536b8e | 82 | ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId()); |
| 7fd198 | 83 | if (dataPoint == null) { |
| 潘 | 84 | return null; |
| 85 | } | |
| e78121 | 86 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue()); |
| 7fd198 | 87 | break; |
| 19a4fb | 88 | case NORMALITEM: |
| D | 89 | case MERGEITEM: |
| 7fd198 | 90 | dateTime = calendar.getTime(); |
| 潘 | 91 | break; |
| e78121 | 92 | case IND: |
| 7fd198 | 93 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60); |
| 潘 | 94 | break; |
| e78121 | 95 | case PLAN: |
| 7fd198 | 96 | dateTime = calendar.getTime(); |
| 潘 | 97 | break; |
| 98 | default: | |
| 99 | break; | |
| 100 | } | |
| 101 | return dateTime; | |
| 102 | } | |
| 103 | ||
| 104 | /** | |
| 105 | * 获取结束时间 | |
| 106 | * | |
| 107 | * @param columnItem | |
| 108 | * @param originalTime | |
| 109 | * @return | |
| 110 | * @throws Exception | |
| 111 | */ | |
| 112 | protected Date getEndTime(ColumnItem columnItem, Date originalTime) { | |
| 113 | Date dateTime = new Date(); | |
| 114 | Calendar calendar = Calendar.getInstance(); | |
| 115 | calendar.setTime(originalTime); | |
| e78121 | 116 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 117 | case DATAPOINT: |
| 536b8e | 118 | ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId()); |
| 7fd198 | 119 | if (dataPoint == null) { |
| 潘 | 120 | return null; |
| 121 | } | |
| b2aca2 | 122 | dateTime = calendar.getTime(); |
| 7fd198 | 123 | break; |
| 19a4fb | 124 | case NORMALITEM: |
| D | 125 | case MERGEITEM: |
| b2aca2 | 126 | dateTime = calendar.getTime(); |
| 7fd198 | 127 | break; |
| e78121 | 128 | case IND: |
| 7fd198 | 129 | dateTime = calendar.getTime(); |
| 潘 | 130 | break; |
| e78121 | 131 | case PLAN: |
| 潘 | 132 | ApiPlanItemDTO planItem = planItemApi.getInfoByNo(columnItem.getParamId()); |
| 133 | if (planItem == null) { | |
| 134 | return null; | |
| 135 | } | |
| 136 | dateTime = calculateDate(originalTime, false, columnItem.getDataLength(), | |
| 137 | TimeGranularityEnum.getEumByCode(planItem.getTimeGranularity()).getValue()); | |
| 7fd198 | 138 | break; |
| 潘 | 139 | default: |
| 140 | break; | |
| 141 | } | |
| 142 | return dateTime; | |
| 143 | } | |
| 144 | ||
| 145 | /** | |
| 146 | * 获取粒度，s | |
| 147 | * | |
| 148 | * @param columnItem | |
| 149 | * @return | |
| 150 | * @throws Exception | |
| 151 | */ | |
| 152 | protected Integer getGranularity(ColumnItem columnItem) { | |
| 91343d | 153 | // 默认60s |
| 7fd198 | 154 | Integer granularity = 60; |
| 91343d | 155 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 156 | case DATAPOINT: |
| 536b8e | 157 | ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId()); |
| e78121 | 158 | granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue(); |
| 7fd198 | 159 | break; |
| 19a4fb | 160 | case NORMALITEM: |
| D | 161 | granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity(); |
| 162 | break; | |
| 163 | case MERGEITEM: | |
| 91343d | 164 | granularity = mmPredictItemService.getItemById(columnItem.getParamId()).getGranularity(); |
| 7fd198 | 165 | break; |
| 91343d | 166 | case IND: |
| 潘 | 167 | ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId()); |
| 168 | granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();; | |
| 7fd198 | 169 | break; |
| 91343d | 170 | case PLAN: |
| 潘 | 171 | ApiPlanItemDTO apiPlanItemDTO = planItemApi.getInfoById(columnItem.getParamId()); |
| 172 | granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue(); | |
| 7fd198 | 173 | break; |
| 潘 | 174 | default: |
| 175 | break; | |
| 176 | } | |
| 177 | return granularity; | |
| 178 | } | |
| 179 | ||
| 180 | /** | |
| 181 | * 样本的列信息 | |
| 182 | * | |
| 183 | * @param modelId | |
| 184 | * @param predictTime | |
| 185 | * @return | |
| 186 | */ | |
| 187 | protected abstract List<ColumnItemPort> getColumnInfo(String modelId, Date predictTime); | |
| 188 | ||
| 189 | /** | |
| 190 | * 样本的采样周期 | |
| 191 | * | |
| 192 | * @param modelId | |
| 193 | * @return | |
| 194 | */ | |
| 195 | protected abstract Integer getSampleCycle(String modelId); | |
| 196 | ||
| 197 | /** | |
| 198 | * 计算取值的时间 | |
| 199 | * | |
| 200 | * @param originalTime | |
| 201 | * @param backward | |
| 202 | * @param dataLength | |
| 203 | * @param granularity | |
| 204 | * @return | |
| 205 | */ | |
| 206 | public Date calculateTime(Date originalTime, Boolean backward, int dataLength, int granularity) { | |
| 207 | int timeLength; | |
| 208 | if (backward) { | |
| 209 | timeLength = (-1) * dataLength; | |
| 210 | } else { | |
| 211 | timeLength = dataLength - 1; | |
| 212 | } | |
| 213 | Date desTime = originalTime; | |
| 214 | Calendar calendar = Calendar.getInstance(); | |
| 215 | calendar.setTime(desTime); | |
| 216 | calendar.set(Calendar.MILLISECOND, 0); | |
| 217 | // 数据长度 * 粒度 | |
| 218 | calendar.add(Calendar.SECOND, timeLength * granularity); | |
| 219 | return calendar.getTime(); | |
| 220 | } | |
| e78121 | 221 | |
| 潘 | 222 | public Date calculateDate(Date originalTime, Boolean backward, int dataLength, int field) { |
| 223 | int timeLength; | |
| 224 | if (backward) { | |
| 225 | timeLength = (-1) * dataLength; | |
| 226 | } else { | |
| 227 | timeLength = dataLength - 1; | |
| 228 | } | |
| 229 | Date desTime = originalTime; | |
| 230 | Calendar calendar = Calendar.getInstance(); | |
| 231 | calendar.setTime(desTime); | |
| 232 | calendar.set(Calendar.MILLISECOND, 0); | |
| 233 | // 数据长度 * 粒度 | |
| 234 | calendar.add(Calendar.SECOND, timeLength); | |
| 235 | return calendar.getTime(); | |
| 236 | } | |
| 7fd198 | 237 | } |
