| 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 | */ | |
| 8bf553 | 79 | protected Date getStartTime(ColumnItem columnItem, Date originalTime, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 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: |
| 07890e | 85 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| 7fd198 | 86 | if (dataPoint == null) { |
| 潘 | 87 | return null; |
| 88 | } | |
| e78121 | 89 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue()); |
| 7fd198 | 90 | break; |
| 19a4fb | 91 | case NORMALITEM: |
| D | 92 | case MERGEITEM: |
| 3ddbb6 | 93 | dateTime = calendar.getTime(); |
| 7fd198 | 94 | break; |
| e78121 | 95 | case IND: |
| 7fd198 | 96 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60); |
| 潘 | 97 | break; |
| e78121 | 98 | case PLAN: |
| 8bf553 | 99 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| D | 100 | if (apiPlanItemDTO == null) { |
| 101 | return null; | |
| 102 | } | |
| 103 | dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue()); | |
| 7fd198 | 104 | break; |
| 潘 | 105 | default: |
| 106 | break; | |
| 107 | } | |
| 108 | return dateTime; | |
| 109 | } | |
| 110 | ||
| 111 | /** | |
| 112 | * 获取结束时间 | |
| 113 | * | |
| 114 | * @param columnItem | |
| 115 | * @param originalTime | |
| 116 | * @return | |
| 117 | * @throws Exception | |
| 118 | */ | |
| 8bf553 | 119 | protected Date getEndTime(ColumnItem columnItem, Date originalTime,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 7fd198 | 120 | Date dateTime = new Date(); |
| 潘 | 121 | Calendar calendar = Calendar.getInstance(); |
| 122 | calendar.setTime(originalTime); | |
| e78121 | 123 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 124 | case DATAPOINT: |
| b2aca2 | 125 | dateTime = calendar.getTime(); |
| 7fd198 | 126 | break; |
| 19a4fb | 127 | case NORMALITEM: |
| D | 128 | case MERGEITEM: |
| 3ddbb6 | 129 | dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60); |
| 7fd198 | 130 | break; |
| e78121 | 131 | case IND: |
| 7fd198 | 132 | dateTime = calendar.getTime(); |
| 潘 | 133 | break; |
| e78121 | 134 | case PLAN: |
| 3ddbb6 | 135 | dateTime = calendar.getTime(); |
| 7fd198 | 136 | break; |
| 潘 | 137 | default: |
| 138 | break; | |
| 139 | } | |
| 140 | return dateTime; | |
| 141 | } | |
| 142 | ||
| 143 | /** | |
| 144 | * 获取粒度，s | |
| 145 | * | |
| 146 | * @param columnItem | |
| 147 | * @return | |
| 148 | * @throws Exception | |
| 149 | */ | |
| 8bf553 | 150 | protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) { |
| 91343d | 151 | // 默认60s |
| 7fd198 | 152 | Integer granularity = 60; |
| 91343d | 153 | switch (ModelParamType.getEumByCode(columnItem.getParamType())) { |
| 潘 | 154 | case DATAPOINT: |
| 8bf553 | 155 | ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId()); |
| e78121 | 156 | granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue(); |
| 7fd198 | 157 | break; |
| 19a4fb | 158 | case NORMALITEM: |
| D | 159 | case MERGEITEM: |
| 50084d | 160 | granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity(); |
| 7fd198 | 161 | break; |
| 91343d | 162 | case IND: |
| 潘 | 163 | ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId()); |
| 164 | granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();; | |
| 7fd198 | 165 | break; |
| 91343d | 166 | case PLAN: |
| 8bf553 | 167 | ApiPlanItemDTO apiPlanItemDTO = planMap.get(columnItem.getParamId()); |
| 91343d | 168 | granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue(); |
| 7fd198 | 169 | break; |
| 潘 | 170 | default: |
| 171 | break; | |
| 172 | } | |
| 173 | return granularity; | |
| 174 | } | |
| 175 | ||
| 176 | /** | |
| 177 | * 计算取值的时间 | |
| 178 | * | |
| 179 | * @param originalTime | |
| 180 | * @param backward | |
| 181 | * @param dataLength | |
| 182 | * @param granularity | |
| 183 | * @return | |
| 184 | */ | |
| 185 | public Date calculateTime(Date originalTime, Boolean backward, int dataLength, int granularity) { | |
| 186 | int timeLength; | |
| 187 | if (backward) { | |
| 188 | timeLength = (-1) * dataLength; | |
| 189 | } else { | |
| 190 | timeLength = dataLength - 1; | |
| 191 | } | |
| 192 | Date desTime = originalTime; | |
| 193 | Calendar calendar = Calendar.getInstance(); | |
| 194 | calendar.setTime(desTime); | |
| 195 | calendar.set(Calendar.MILLISECOND, 0); | |
| 196 | // 数据长度 * 粒度 | |
| 197 | calendar.add(Calendar.SECOND, timeLength * granularity); | |
| e78121 | 198 | return calendar.getTime(); |
| 潘 | 199 | } |
| bab433 | 200 | |
| 潘 | 201 | protected int getDataLength(Map<Integer, Integer> dynamicDataLength, Integer port, Integer dataLength) { |
| 202 | if (CollectionUtils.isEmpty(dynamicDataLength)) { | |
| 203 | return dataLength; | |
| 204 | } | |
| 205 | if (dynamicDataLength.containsKey(port)) { | |
| 206 | return dynamicDataLength.get(port); | |
| 207 | } | |
| 208 | return dataLength; | |
| 209 | } | |
| 7fd198 | 210 | } |
