物流实时数仓DWD层——1.准备工作

目录

1.创建主程序------DwdOrderRelevantApp类

2.创建DWD层的事实表------来源于订单表和订单明细表

(1)创建订单表实体类

(2)创建订单明细表实体类

(3)创建交易域：下单事务事实表实体类，并整合(1)与(2)，采用下单时间

(4)创建交易域：支付成功事务事实表实体类，并整合(1)与(2)，采用支付时间和支付状态

(5)创建物流域：揽收（接单）事务事实表实体类，并整合(1)与(2)，采用揽收时间

(6)创建物流域：发单事务事实表实体类，并整合(1)与(2)，采用发货时间

(7)创建物流域：转运完成事务事实表实体类，并整合(1)与(2)，采用转运完成时间

(8)创建物流域：派送成功事务事实表实体类，并整合(1)与(2)，采用派送成功时间

(9)创建物流域：签收事务事实表实体类，并整合(1)与(2)，采用签收时间

(10)创建交易域：取消运单事务事实表实体类，并整合(1)与(2)，采用取消时间

---

1.创建主程序------DwdOrderRelevantApp类

package com.atguigu.tms.realtime.app.dwd;

/**
 * 订单相关事实表准备
 * 需要启动的进程
 *      zk、kafka、hdfs、OdsApp、DwdOrderRelevantApp
 **/

public class DwdOrderRelevantApp {

    public static void main(String[] args) throws Exception {
        // TODO 1.环境准备
        // 1.1 指定流处理环境以及检查点相关的设置
        // 1.2 设置并行度，和kafka主题的分区数保持一致
        
        // TODO 2.从kafka的tms_ods主题中读取
        // 2.1 声明消费的主题    
        // 2.2 创建消费者对象      
        // 2.3 消费数据  封装为流
        
        // TODO 3.筛选订单和订单明细数据
        
        // TODO 4.对流中的数据类型进行转换  jsonStr -> jsonObj
     
        // TODO 5.按照order_id进行分组
     
        // TODO 6.定义侧输出流标签：匿名内部类
        //  主流：下单
        //  侧输出流：支付成功、取消订单、揽收(接单)、发单、转运完成、派送成功、签署

        // TODO 7.分流
        
        // TODO 8.从主流中提取侧输出流
        
        // TODO 9.将不同流的数据写到kafka的不同主题中
     }
}

2.创建DWD层的事实表------来源于订单表和订单明细表

(1)创建订单表实体类

package com.atguigu.tms.realtime.beans;

import lombok.Data;

import java.math.BigDecimal;

/**
 * 订单实体类
 */
@Data
public class DwdOrderInfoOriginBean {
    // 编号（主键）
    String id;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    Long estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 创建时间
    String createTime;

    // 更新时间
    String updateTime;

    // 是否删除
    String isDeleted;
}

(2)创建订单明细表实体类

package com.atguigu.tms.realtime.beans;

import lombok.Data;

import java.math.BigDecimal;

/**
 *订单货物明细实体类
 */
@Data
public class DwdOrderDetailOriginBean {
    // 编号（主键）
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumnLength;

    // 宽cm
    Integer volumnWidth;

    // 高cm
    Integer volumnHeight;

    // 重量 kg
    BigDecimal weight;

    // 创建时间
    String createTime;

    // 更新时间
    String updateTime;

    // 是否删除
    String isDeleted;
}

(3)创建交易域：下单事务事实表实体类，并整合(1)与(2)，采用下单时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *交易域:下单事务事实表实体类
 */
@Data
public class DwdTradeOrderDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 下单时间
    String orderTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;
        this.orderTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                detailOriginBean.createTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            detailOriginBean.createTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
    }
}

(4)创建交易域：支付成功事务事实表实体类，并整合(1)与(2)，采用支付时间和支付状态

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *交易域:支付成功事务事实表实体类
 */
@Data
public class DwdTradePaySucDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 支付时间
    String payTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;

        this.payTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(5)创建物流域：揽收（接单）事务事实表实体类，并整合(1)与(2)，采用揽收时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *物流域:揽收（接单）事务事实表实体类
 */
@Data
public class DwdTransReceiveDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 揽收时间
    String receiveTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.receiveTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(6)创建物流域：发单事务事实表实体类，并整合(1)与(2)，采用发货时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *物流域:发单事务事实表实体类
 */
@Data
public class DwdTransDispatchDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 发单时间
    String dispatchTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.dispatchTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(7)创建物流域：转运完成事务事实表实体类，并整合(1)与(2)，采用转运完成时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *物流域:转运完成事务事实表实体类
 */
@Data
public class DwdTransBoundFinishDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 转运完成时间
    String boundFinishTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.boundFinishTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(8)创建物流域：派送成功事务事实表实体类，并整合(1)与(2)，采用派送成功时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *物流域:派送成功事务事实表实体类
 */
@Data
public class DwdTransDeliverSucDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 派送成功时间
    String deliverTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.deliverTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(9)创建物流域：签收事务事实表实体类，并整合(1)与(2)，采用签收时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 * 物流域:签收事务事实表实体类
 */
@Data
public class DwdTransSignDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 签收时间
    String signTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.signTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}

(10)创建交易域：取消运单事务事实表实体类，并整合(1)与(2)，采用取消时间

package com.atguigu.tms.realtime.beans;

import com.atguigu.tms.realtime.utils.DateFormatUtil;
import lombok.Data;

import java.math.BigDecimal;

/**
 *交易域:取消运单事务事实表实体类
 */
@Data
public class DwdTradeCancelDetailBean {
    // 运单明细ID
    String id;

    // 运单id
    String orderId;

    // 货物类型
    String cargoType;

    // 长cm
    Integer volumeLength;

    // 宽cm
    Integer volumeWidth;

    // 高cm
    Integer volumeHeight;

    // 重量 kg
    BigDecimal weight;

    // 取消时间
    String cancelTime;

    // 运单号
    String orderNo;

    // 运单状态
    String status;

    // 取件类型，1为网点自寄，2为上门取件
    String collectType;

    // 客户id
    String userId;

    // 收件人小区id
    String receiverComplexId;

    // 收件人省份id
    String receiverProvinceId;

    // 收件人城市id
    String receiverCityId;

    // 收件人区县id
    String receiverDistrictId;

    // 收件人姓名
    String receiverName;

    // 发件人小区id
    String senderComplexId;

    // 发件人省份id
    String senderProvinceId;

    // 发件人城市id
    String senderCityId;

    // 发件人区县id
    String senderDistrictId;

    // 发件人姓名
    String senderName;

    // 支付方式
    String paymentType;

    // 货物个数
    Integer cargoNum;

    // 金额
    BigDecimal amount;

    // 预计到达时间
    String estimateArriveTime;

    // 距离，单位：公里
    BigDecimal distance;

    // 时间戳
    Long ts;

    public void mergeBean(DwdOrderDetailOriginBean detailOriginBean, DwdOrderInfoOriginBean infoOriginBean) {
        // 合并原始明细字段
        this.id = detailOriginBean.id;
        this.orderId = detailOriginBean.orderId;
        this.cargoType = detailOriginBean.cargoType;
        this.volumeLength = detailOriginBean.volumnLength;
        this.volumeWidth = detailOriginBean.volumnWidth;
        this.volumeHeight = detailOriginBean.volumnHeight;
        this.weight = detailOriginBean.weight;

        // 合并原始订单字段
        this.orderNo = infoOriginBean.orderNo;
        this.status = infoOriginBean.status;
        this.collectType = infoOriginBean.collectType;
        this.userId = infoOriginBean.userId;
        this.receiverComplexId = infoOriginBean.receiverComplexId;
        this.receiverProvinceId = infoOriginBean.receiverProvinceId;
        this.receiverCityId = infoOriginBean.receiverCityId;
        this.receiverDistrictId = infoOriginBean.receiverDistrictId;
        this.receiverName = infoOriginBean.receiverName;
        this.senderComplexId = infoOriginBean.senderComplexId;
        this.senderProvinceId = infoOriginBean.senderProvinceId;
        this.senderCityId = infoOriginBean.senderCityId;
        this.senderDistrictId = infoOriginBean.senderDistrictId;
        this.senderName = infoOriginBean.senderName;
        this.paymentType = infoOriginBean.paymentType;
        this.cargoNum = infoOriginBean.cargoNum;
        this.amount = infoOriginBean.amount;
        this.estimateArriveTime = DateFormatUtil.toYmdHms(
            infoOriginBean.estimateArriveTime - 8 * 60 * 60 * 1000);
        this.distance = infoOriginBean.distance;
        this.cancelTime =
            DateFormatUtil.toYmdHms(DateFormatUtil.toTs(
                infoOriginBean.updateTime.replaceAll("T", " ")
                    .replaceAll("Z", ""), true)
                + 8 * 60 * 60 * 1000);
        this.ts = DateFormatUtil.toTs(
            infoOriginBean.updateTime.replaceAll("T", " ")
                .replaceAll("Z", ""), true)
            + 8 * 60 * 60 * 1000;
    }
}