package com.iailab.module.model.mdk.sample;

import com.iailab.module.model.mdk.common.exceptions.ModelInvokeException;
import com.iailab.module.model.mdk.sample.dto.ColumnItemPort;
import com.iailab.module.model.mdk.sample.dto.SampleData;
import com.iailab.module.model.mdk.sample.dto.SampleInfo;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;

import java.text.MessageFormat;
import java.util.Date;
import java.util.List;
import java.util.Map;

/**
 * 样本构造
 *
 * @author PanZhibao
 * @Description
 * @createTime 2024年09月03日
 */
@Slf4j
@Component
public class SampleConstructor {

    @Autowired
    private SampleFactory sampleFactory;

    public List<SampleData> constructSample(String typeA, String modelId, Date runTime,String itemName,
                                            Map<Integer, Integer> dynamicDataLength) throws ModelInvokeException {
        try {
            SampleInfoConstructor sampleInfoConstructor = sampleFactory.createSampleInfo(typeA, modelId);
            SampleInfo sampleInfo = sampleInfoConstructor.prepareSampleInfo(modelId, runTime, dynamicDataLength);
            SampleDataConstructor sampleDataConstructor = sampleFactory.createSampleData(typeA);
            return sampleDataConstructor.prepareSampleData(sampleInfo);
        } catch (Exception e) {
            e.printStackTrace();
            log.error("获取模型的算法参数异常",e);
            throw new ModelInvokeException(MessageFormat.format("{0},Name:{1}",
                    ModelInvokeException.errorGetModelArithParam, itemName));
        }


    }
}