| 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; | |
| 14 | ||
| 15 | import java.util.Calendar; | |
| 16 | import java.util.Date; | |
| 07890e | 17 | import java.util.Map; |
| 7fd198 | 18 | |
| 潘 | 19 | /** |
| 20 | * @author PanZhibao | |
| 21 | * @Description | |
| 22 | * @createTime 2024年09月03日 | |
| 23 | */ | |
| 24 | abstract class SampleInfoConstructor { | |
| e78121 | 25 | |
| 潘 | 26 | @Autowired |
| 91343d | 27 | private IndItemApi indItemApi; |
| 潘 | 28 | |
| 29 | @Autowired | |
| 30 | private MmPredictItemService mmPredictItemService; | |
| 7fd198 | 31 | |
| 潘 | 32 | /** |
| 33 | * prepareSampleInfo | |
| 34 | * | |
| 35 | * @param modelId | |
| 36 | * @param predictTime | |
| 37 | * @return | |
| 38 | */ | |
| 45520a | 39 | protected SampleInfo prepareSampleInfo(String modelId, Date predictTime) { |
| 7fd198 | 40 | //样本的列信息 |
| 50084d | 41 | return getColumnInfo(modelId, predictTime); |
| 7fd198 | 42 | } |
| 潘 | 43 | |
| 44 | /** | |
| 45 | * 返回样本矩阵的列数 | |
| 46 | * | |
| 47 | * @param modelId | |
| 48 | * @return | |
| 49 | */ | |
| 50 | protected abstract Integer getSampleColumn(String modelId); | |
| 45520a | 51 | |
| D | 52 | |
| 53 | /** | |
| 54 | * 样本的列信息 | |
| 55 | * | |
| 56 | * @param modelId | |
| 57 | * @param predictTime | |
| 58 | * @return | |
| 59 | */ | |
| 50084d | 60 | protected abstract SampleInfo getColumnInfo(String modelId, Date predictTime); |
| 45520a | 61 | |
| D | 62 | /** |
| 63 | * 样本的采样周期 | |
| 64 | * | |
| 65 | * @param modelId | |
| 66 | * @return | |
| 67 | */ | |
| 68 | protected abstract Integer getSampleCycle(String modelId); | |
| 7fd198 | 69 | |
| 潘 | 70 | /** |
| 71 | * 获取开始时间 | |
| 72 | * | |
| 73 | * @param columnItem | |
| 74 | * @param originalTime | |
| 75 | * @return | |
| 76 | * @throws Exception | |
| 77 | */ | |
| 8bf553 | 78 | protected Date getStartTime(ColumnItem columnItem, Date originalTime, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 7fd198 | 79 | Date dateTime = new Date(); |
| 潘 | 80 | Calendar calendar = Calendar.getInstance(); |
| 81 | calendar.setTime(originalTime); | |
| e78121 | 82 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 83 | case DATAPOINT: |
| 07890e | 84 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| 7fd198 | 85 | if (dataPoint == null) { |
| 潘 | 86 | return null; |
| 87 | } | |
| e78121 | 88 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue()); |
| 7fd198 | 89 | break; |
| 19a4fb | 90 | case NORMALITEM: |
| D | 91 | case MERGEITEM: |
| 3ddbb6 | 92 | dateTime = calendar.getTime(); |
| 7fd198 | 93 | break; |
| e78121 | 94 | case IND: |
| 7fd198 | 95 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60); |
| 潘 | 96 | break; |
| e78121 | 97 | case PLAN: |
| 8bf553 | 98 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| D | 99 | if (apiPlanItemDTO == null) { |
| 100 | return null; | |
| 101 | } | |
| 102 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue()); | |
| 7fd198 | 103 | break; |
| 潘 | 104 | default: |
| 105 | break; | |
| 106 | } | |
| 107 | return dateTime; | |
| 108 | } | |
| 109 | ||
| 110 | /** | |
| 111 | * 获取结束时间 | |
| 112 | * | |
| 113 | * @param columnItem | |
| 114 | * @param originalTime | |
| 115 | * @return | |
| 116 | * @throws Exception | |
| 117 | */ | |
| 8bf553 | 118 | protected Date getEndTime(ColumnItem columnItem, Date originalTime,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 7fd198 | 119 | Date dateTime = new Date(); |
| 潘 | 120 | Calendar calendar = Calendar.getInstance(); |
| 121 | calendar.setTime(originalTime); | |
| e78121 | 122 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 123 | case DATAPOINT: |
| b2aca2 | 124 | dateTime = calendar.getTime(); |
| 7fd198 | 125 | break; |
| 19a4fb | 126 | case NORMALITEM: |
| D | 127 | case MERGEITEM: |
| 3ddbb6 | 128 | dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60); |
| 7fd198 | 129 | break; |
| e78121 | 130 | case IND: |
| 7fd198 | 131 | dateTime = calendar.getTime(); |
| 潘 | 132 | break; |
| e78121 | 133 | case PLAN: |
| 3ddbb6 | 134 | dateTime = calendar.getTime(); |
| 7fd198 | 135 | break; |
| 潘 | 136 | default: |
| 137 | break; | |
| 138 | } | |
| 139 | return dateTime; | |
| 140 | } | |
| 141 | ||
| 142 | /** | |
| 143 | * 获取粒度，s | |
| 144 | * | |
| 145 | * @param columnItem | |
| 146 | * @return | |
| 147 | * @throws Exception | |
| 148 | */ | |
| 8bf553 | 149 | protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 91343d | 150 | // 默认60s |
| 7fd198 | 151 | Integer granularity = 60; |
| 91343d | 152 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 153 | case DATAPOINT: |
| 8bf553 | 154 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| e78121 | 155 | granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue(); |
| 7fd198 | 156 | break; |
| 19a4fb | 157 | case NORMALITEM: |
| D | 158 | case MERGEITEM: |
| 50084d | 159 | granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity(); |
| 7fd198 | 160 | break; |
| 91343d | 161 | case IND: |
| 潘 | 162 | ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId()); |
| 163 | granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();; | |
| 7fd198 | 164 | break; |
| 91343d | 165 | case PLAN: |
| 8bf553 | 166 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| 91343d | 167 | granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue(); |
| 7fd198 | 168 | break; |
| 潘 | 169 | default: |
| 170 | break; | |
| 171 | } | |
| 172 | return granularity; | |
| 173 | } | |
| 174 | ||
| 175 | /** | |
| 176 | * 计算取值的时间 | |
| 177 | * | |
| 178 | * @param originalTime | |
| 179 | * @param backward | |
| 180 | * @param dataLength | |
| 181 | * @param granularity | |
| 182 | * @return | |
| 183 | */ | |
| 184 | public Date calculateTime(Date originalTime, Boolean backward, int dataLength, int granularity) { | |
| 185 | int timeLength; | |
| 186 | if (backward) { | |
| 187 | timeLength = (-1) * dataLength; | |
| 188 | } else { | |
| 189 | timeLength = dataLength - 1; | |
| 190 | } | |
| 191 | Date desTime = originalTime; | |
| 192 | Calendar calendar = Calendar.getInstance(); | |
| 193 | calendar.setTime(desTime); | |
| 194 | calendar.set(Calendar.MILLISECOND, 0); | |
| 195 | // 数据长度 * 粒度 | |
| 196 | calendar.add(Calendar.SECOND, timeLength * granularity); | |
| e78121 | 197 | return calendar.getTime(); |
| 潘 | 198 | } |
| 7fd198 | 199 | } |
