iailab-plat.git

dengzedong

2024-12-05 45520aea38a87bfb262149d5c7b89d482cab07b9

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7fd198	1	package com.iailab.module.model.mdk.sample;
潘	2
	3	import com.iailab.module.model.mcs.pre.entity.MmModelParamEntity;
91343d	4	import com.iailab.module.model.mcs.pre.service.MmModelParamService;
潘	5	import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
7fd198	6	import com.iailab.module.model.mcs.pre.service.MmPredictModelService;
潘	7	import com.iailab.module.model.mdk.sample.dto.ColumnItem;
	8	import com.iailab.module.model.mdk.sample.dto.ColumnItemPort;
	9	import org.springframework.beans.factory.annotation.Autowired;
	10	import org.springframework.stereotype.Component;
	11	import org.springframework.util.CollectionUtils;
	12
	13	import java.util.ArrayList;
	14	import java.util.Date;
	15	import java.util.List;
	16
	17	/**
	18	* @author PanZhibao
	19	* @Description
	20	* @createTime 2024年09月03日
	21	*/
	22	@Component
	23	public class PredictSampleInfoConstructor extends SampleInfoConstructor {
	24
	25	@Autowired
	26	private MmPredictModelService mmPredictModelService;
	27
	28	@Autowired
91343d	29	private MmModelParamService mmModelParamService;
7fd198	30
潘	31	@Autowired
91343d	32	private MmPredictItemService mmPredictItemService;
7fd198	33
潘	34	/**
	35	* 返回样本矩阵的列数
	36	*
	37	* @param modelId
	38	* @return
	39	*/
	40	@Override
	41	protected Integer getSampleColumn(String modelId) {
	42	return mmPredictModelService.getSampleLength(modelId).intValue();
	43	}
	44
	45	/**
	46	* 样本的列信息
	47	*
	48	* @param modelId
	49	* @param predictTime
	50	* @return
	51	*/
	52	@Override
	53	protected List<ColumnItemPort> getColumnInfo(String modelId, Date predictTime) {
	54	List<ColumnItemPort> resultList = new ArrayList<>();
	55	List<ColumnItem> columnItemList = new ArrayList<>();
	56	ColumnItem columnInfo = new ColumnItem();
	57	ColumnItemPort curPort = new ColumnItemPort(); //当前端口
45520a	58	List<MmModelParamEntity> modelInputParamEntityList = mmModelParamService.getByModelidFromCache(modelId);
7fd198	59	if (CollectionUtils.isEmpty(modelInputParamEntityList)) {
潘	60	return null;
	61	}
	62	//设置当前端口号，初始值为最小端口（查询结果按端口号从小到达排列）
	63	int curPortOrder = modelInputParamEntityList.get(0).getModelparamportorder();
	64	//设置当前查询数据长度，初始值为最小端口数据长度
	65	int curDataLength = modelInputParamEntityList.get(0).getDatalength();
	66	for (MmModelParamEntity entry : modelInputParamEntityList) {
	67	columnInfo.setParamType(entry.getModelparamtype());
1a2b62	68	columnInfo.setParamId(entry.getModelparamid());
7fd198	69	columnInfo.setDataLength(entry.getDatalength());
潘	70	columnInfo.setModelParamOrder(entry.getModelparamorder());
	71	columnInfo.setModelParamPortOrder(entry.getModelparamportorder());
	72	columnInfo.setStartTime(getStartTime(columnInfo, predictTime));
	73	columnInfo.setEndTime(getEndTime(columnInfo, predictTime));
	74	columnInfo.setGranularity(super.getGranularity(columnInfo));
	75
	76	//对每一个爪进行数据项归并
	77	if (curPortOrder != entry.getModelparamportorder()){
	78	//当数据项端口号不为当前端口号时，封装上一个端口类，操作下一个端口类
	79	curPort.setColumnItemList(columnItemList);
	80	curPort.setDataLength(curDataLength);
	81	curPort.setPortOrder(curPortOrder);
	82	resultList.add(curPort);
	83	curPort = new ColumnItemPort(); //对象重新初始化，防止引用拷贝导致数据覆盖
	84	//封装上一个端口类后更新当前的各个参数
	85	columnItemList = new ArrayList<>();
	86	curDataLength = entry.getDatalength();
	87	curPortOrder = entry.getModelparamportorder();
	88	}
	89	columnItemList.add(columnInfo);
	90	columnInfo = new ColumnItem(); //对象重新初始化，防止引用拷贝导致数据覆盖
	91	}
	92	//当迭代到最后一个项的时候，封装最后一个端口的信息
	93	curPort.setColumnItemList(columnItemList);
	94	curPort.setDataLength(curDataLength);
	95	curPort.setPortOrder(curPortOrder);
	96	resultList.add(curPort);
	97	return resultList;
	98	}
	99
	100	/**
	101	* 样本的采样周期
	102	*
	103	* @param modelId
	104	* @return
	105	*/
	106	@Override
	107	protected Integer getSampleCycle(String modelId) {
91343d	108	return mmPredictItemService.getItemById(mmPredictModelService.getInfoFromCatch(modelId).getItemid()).getGranularity();
7fd198	109	}
潘	110
	111
	112	}