| 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; | |
| 07890e | 22 | import java.util.Map; |
| 7fd198 | 23 | |
| 潘 | 24 | /** |
| 25 | * @author PanZhibao | |
| 26 | * @Description | |
| 27 | * @createTime 2024年09月03日 | |
| 28 | */ | |
| 29 | abstract class SampleInfoConstructor { | |
| 30 | ||
| 31 | @Autowired | |
| 32 | private DataPointApi dataPointApi; | |
| 33 | ||
| 34 | @Autowired | |
| 91343d | 35 | private PlanItemApi planItemApi; |
| e78121 | 36 | |
| 潘 | 37 | @Autowired |
| 91343d | 38 | private IndItemApi indItemApi; |
| 潘 | 39 | |
| 40 | @Autowired | |
| 41 | private MmPredictItemService mmPredictItemService; | |
| 7fd198 | 42 | |
| 潘 | 43 | /** |
| 44 | * prepareSampleInfo | |
| 45 | * | |
| 46 | * @param modelId | |
| 47 | * @param predictTime | |
| 48 | * @return | |
| 49 | */ | |
| 45520a | 50 | protected SampleInfo prepareSampleInfo(String modelId, Date predictTime) { |
| 7fd198 | 51 | //样本的列信息 |
| 50084d | 52 | return getColumnInfo(modelId, predictTime); |
| 7fd198 | 53 | } |
| 潘 | 54 | |
| 55 | /** | |
| 56 | * 返回样本矩阵的列数 | |
| 57 | * | |
| 58 | * @param modelId | |
| 59 | * @return | |
| 60 | */ | |
| 61 | protected abstract Integer getSampleColumn(String modelId); | |
| 45520a | 62 | |
| D | 63 | |
| 64 | /** | |
| 65 | * 样本的列信息 | |
| 66 | * | |
| 67 | * @param modelId | |
| 68 | * @param predictTime | |
| 69 | * @return | |
| 70 | */ | |
| 50084d | 71 | protected abstract SampleInfo getColumnInfo(String modelId, Date predictTime); |
| 45520a | 72 | |
| D | 73 | /** |
| 74 | * 样本的采样周期 | |
| 75 | * | |
| 76 | * @param modelId | |
| 77 | * @return | |
| 78 | */ | |
| 79 | protected abstract Integer getSampleCycle(String modelId); | |
| 7fd198 | 80 | |
| 潘 | 81 | /** |
| 82 | * 获取开始时间 | |
| 83 | * | |
| 84 | * @param columnItem | |
| 85 | * @param originalTime | |
| 86 | * @return | |
| 87 | * @throws Exception | |
| 88 | */ | |
| 8bf553 | 89 | protected Date getStartTime(ColumnItem columnItem, Date originalTime, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 7fd198 | 90 | Date dateTime = new Date(); |
| 潘 | 91 | Calendar calendar = Calendar.getInstance(); |
| 92 | calendar.setTime(originalTime); | |
| e78121 | 93 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 94 | case DATAPOINT: |
| 07890e | 95 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| 7fd198 | 96 | if (dataPoint == null) { |
| 潘 | 97 | return null; |
| 98 | } | |
| e78121 | 99 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue()); |
| 7fd198 | 100 | break; |
| 19a4fb | 101 | case NORMALITEM: |
| D | 102 | case MERGEITEM: |
| 3ddbb6 | 103 | dateTime = calendar.getTime(); |
| 7fd198 | 104 | break; |
| e78121 | 105 | case IND: |
| 7fd198 | 106 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60); |
| 潘 | 107 | break; |
| e78121 | 108 | case PLAN: |
| 8bf553 | 109 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| D | 110 | if (apiPlanItemDTO == null) { |
| 111 | return null; | |
| 112 | } | |
| 113 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue()); | |
| 7fd198 | 114 | break; |
| 潘 | 115 | default: |
| 116 | break; | |
| 117 | } | |
| 118 | return dateTime; | |
| 119 | } | |
| 120 | ||
| 121 | /** | |
| 122 | * 获取结束时间 | |
| 123 | * | |
| 124 | * @param columnItem | |
| 125 | * @param originalTime | |
| 126 | * @return | |
| 127 | * @throws Exception | |
| 128 | */ | |
| 8bf553 | 129 | protected Date getEndTime(ColumnItem columnItem, Date originalTime,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 7fd198 | 130 | Date dateTime = new Date(); |
| 潘 | 131 | Calendar calendar = Calendar.getInstance(); |
| 132 | calendar.setTime(originalTime); | |
| e78121 | 133 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 134 | case DATAPOINT: |
| b2aca2 | 135 | dateTime = calendar.getTime(); |
| 7fd198 | 136 | break; |
| 19a4fb | 137 | case NORMALITEM: |
| D | 138 | case MERGEITEM: |
| 3ddbb6 | 139 | dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60); |
| 7fd198 | 140 | break; |
| e78121 | 141 | case IND: |
| 7fd198 | 142 | dateTime = calendar.getTime(); |
| 潘 | 143 | break; |
| e78121 | 144 | case PLAN: |
| 3ddbb6 | 145 | dateTime = calendar.getTime(); |
| 7fd198 | 146 | break; |
| 潘 | 147 | default: |
| 148 | break; | |
| 149 | } | |
| 150 | return dateTime; | |
| 151 | } | |
| 152 | ||
| 153 | /** | |
| 154 | * 获取粒度，s | |
| 155 | * | |
| 156 | * @param columnItem | |
| 157 | * @return | |
| 158 | * @throws Exception | |
| 159 | */ | |
| 8bf553 | 160 | protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 91343d | 161 | // 默认60s |
| 7fd198 | 162 | Integer granularity = 60; |
| 91343d | 163 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 164 | case DATAPOINT: |
| 8bf553 | 165 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| e78121 | 166 | granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue(); |
| 7fd198 | 167 | break; |
| 19a4fb | 168 | case NORMALITEM: |
| D | 169 | case MERGEITEM: |
| 50084d | 170 | granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity(); |
| 7fd198 | 171 | break; |
| 91343d | 172 | case IND: |
| 潘 | 173 | ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId()); |
| 174 | granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();; | |
| 7fd198 | 175 | break; |
| 91343d | 176 | case PLAN: |
| 8bf553 | 177 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| 91343d | 178 | granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue(); |
| 7fd198 | 179 | break; |
| 潘 | 180 | default: |
| 181 | break; | |
| 182 | } | |
| 183 | return granularity; | |
| 184 | } | |
| 185 | ||
| 186 | /** | |
| 187 | * 计算取值的时间 | |
| 188 | * | |
| 189 | * @param originalTime | |
| 190 | * @param backward | |
| 191 | * @param dataLength | |
| 192 | * @param granularity | |
| 193 | * @return | |
| 194 | */ | |
| 195 | public Date calculateTime(Date originalTime, Boolean backward, int dataLength, int granularity) { | |
| 196 | int timeLength; | |
| 197 | if (backward) { | |
| 198 | timeLength = (-1) * dataLength; | |
| 199 | } else { | |
| 200 | timeLength = dataLength - 1; | |
| 201 | } | |
| 202 | Date desTime = originalTime; | |
| 203 | Calendar calendar = Calendar.getInstance(); | |
| 204 | calendar.setTime(desTime); | |
| 205 | calendar.set(Calendar.MILLISECOND, 0); | |
| 206 | // 数据长度 * 粒度 | |
| 207 | calendar.add(Calendar.SECOND, timeLength * granularity); | |
| e78121 | 208 | return calendar.getTime(); |
| 潘 | 209 | } |
| 7fd198 | 210 | } |
