test_score=mul_nb1.score(x_test, y_test)

好的，您的第一个问题是 "test_score=mul_nb1.score(x_test, y_test)"，这似乎是一个机器学习问题，可以解释为在使用多项式朴素贝叶斯算法对训练数据进行训练之后，使用测试数据集(x_test, y_test)来评估该模型的性能并计算出一个分数(test_score)。

相关问题

SET @batch_date = '20230222'; set @partition_name=concat('p',@batch_date); set @stat=concat('alter table tb_bond_price_comparision_reuslt truncate partition ',@partition_name); prepare stmt from @stat; execute stmt; insert into tb_bond_price_comparision_reuslt select distinct org.ISIN, mul.Broker_Yield, mul.Broker_Price, org.MARKET_PRICE, case when org.MARKET_PRICE > mul.Broker_Price then 'Broker Price' else 'BVAL' end as MARKET_PRICE_MIN, org.TRADE_REF, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price else org.MARKET_PRICE end as MARKET_PRICE_MIN, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price * org.NOMINAL_AMT else org.MARKET_PRICE * org.NOMINAL_AMT end as MARKET_VALUE_MIN, org.dt from tb_trade_blotter_op_sec org left join tb_bond_price_comparision_trade_blotter_op_sec_mul mul on org.TRADE_REF = mul.TRADE_REF and org.ISIN = mul.ISIN and org.dt = mul.dt where org.dt = @batch_date转换为mybatis执行语句以及生成service层代码

首先，将SQL语句转换为MyBatis执行语句：

<insert id="insertBondPriceComparisonResult" parameterType="string">
    SET @batch_date = #{batchDate};
    SET @partition_name = CONCAT('p', @batch_date);
    SET @stat = CONCAT('ALTER TABLE tb_bond_price_comparision_reuslt TRUNCATE PARTITION ', @partition_name);
    PREPARE stmt FROM @stat;
    EXECUTE stmt;
    INSERT INTO tb_bond_price_comparision_reuslt
    SELECT DISTINCT
        org.ISIN,
        mul.Broker_Yield,
        mul.Broker_Price,
        org.MARKET_PRICE,
        CASE
            WHEN org.MARKET_PRICE > mul.Broker_Price THEN 'Broker Price'
            ELSE 'BVAL'
        END AS MARKET_PRICE_MIN,
        org.TRADE_REF,
        CASE
            WHEN org.MARKET_PRICE > mul.Broker_Price THEN mul.Broker_Price
            ELSE org.MARKET_PRICE
        END AS MARKET_PRICE_MIN,
        CASE
            WHEN org.MARKET_PRICE > mul.Broker_Price THEN mul.Broker_Price * org.NOMINAL_AMT
            ELSE org.MARKET_PRICE * org.NOMINAL_AMT
        END AS MARKET_VALUE_MIN,
        org.dt
    FROM tb_trade_blotter_op_sec org
    LEFT JOIN tb_bond_price_comparision_trade_blotter_op_sec_mul mul
    ON org.TRADE_REF = mul.TRADE_REF AND org.ISIN = mul.ISIN AND org.dt = mul.dt
    WHERE org.dt = @batch_date;
</insert>

然后，生成对应的Service层代码：

@Service
public class BondPriceComparisonResultServiceImpl implements BondPriceComparisonResultService {
    @Autowired
    private BondPriceComparisonResultMapper bondPriceComparisonResultMapper;
    
    @Override
    public void insertBondPriceComparisonResult(String batchDate) {
        bondPriceComparisonResultMapper.insertBondPriceComparisonResult(batchDate);
    }
}

SET @batch_date = '20230222'; set @partition_name=concat('p',@batch_date); set @stat=concat('alter table tb_bond_price_comparision_reuslt truncate partition ',@partition_name); prepare stmt from @stat; execute stmt; insert into tb_bond_price_comparision_reuslt select distinct org.ISIN, mul.Broker_Yield, mul.Broker_Price, org.MARKET_PRICE, case when org.MARKET_PRICE > mul.Broker_Price then 'Broker Price' else 'BVAL' end as MARKET_PRICE_MIN, org.TRADE_REF, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price else org.MARKET_PRICE end as MARKET_PRICE_MIN, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price * org.NOMINAL_AMT else org.MARKET_PRICE * org.NOMINAL_AMT end as MARKET_VALUE_MIN, org.dt from tb_trade_blotter_op_sec org left join tb_bond_price_comparision_trade_blotter_op_sec_mul mul on org.TRADE_REF = mul.TRADE_REF and org.ISIN = mul.ISIN and org.dt = mul.dt where org.dt = @batch_date转化为mybatis语句，并且service层如何设计

Mapper文件：

<select id="getBondPriceComparisonResult" parameterType="java.util.Map" resultMap="BondPriceComparisonResult">
    SET @batch_date = #{batchDate};
    SET @partition_name=concat('p',@batch_date);
    SET @stat=concat('alter table tb_bond_price_comparision_reuslt truncate partition ',@partition_name);
    PREPARE stmt from @stat;
    EXECUTE stmt;
    insert into tb_bond_price_comparision_reuslt select distinct org.ISIN, mul.Broker_Yield, mul.Broker_Price, org.MARKET_PRICE, case when org.MARKET_PRICE > mul.Broker_Price then 'Broker Price' else 'BVAL' end as MARKET_PRICE_MIN, org.TRADE_REF, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price else org.MARKET_PRICE end as MARKET_PRICE_MIN, case when org.MARKET_PRICE > mul.Broker_Price then mul.Broker_Price * org.NOMINAL_AMT else org.MARKET_PRICE * org.NOMINAL_AMT end as MARKET_VALUE_MIN, org.dt from tb_trade_blotter_op_sec org left join tb_bond_price_comparision_trade_blotter_op_sec_mul mul on org.TRADE_REF = mul.TRADE_REF and org.ISIN = mul.ISIN and org.dt = mul.dt where org.dt = @batch_date
</select>

Service层：

public interface BondPriceComparisonService {
    List<BondPriceComparisonResult> getBondPriceComparisonResult(String batchDate);
}

实现类：

@Service
public class BondPriceComparisonServiceImpl implements BondPriceComparisonService {

    @Autowired
    private BondPriceComparisonMapper bondPriceComparisonMapper;

    @Override
    public List<BondPriceComparisonResult> getBondPriceComparisonResult(String batchDate) {
        Map<String, Object> params = new HashMap<>();
        params.put("batchDate", batchDate);
        return bondPriceComparisonMapper.getBondPriceComparisonResult(params);
    }
}