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基于 MongoDB 动态字段设计的探索

作者:互联网

一、业务需求

假设某学校课程系统,不同专业课程不同 (可以动态增删),但是需要根据专业不同显示该专业学生的各科课程的成绩,如下:

专业姓名高等数学数据结构
计算机 张三 90 85
计算机 李四 78 87
专业姓名高等数学
数学 王五 86
数学 赵六 95

二、设计思路

开始的思路是根据配置的课程动态生成文档字段,使用非映射方式直接操作 MongoCollection, 有以下问题:

  1. 存取数据日期序列化问题 (亦可能是本人没有找到正确的处理方式)
  2. 返回结果集不能转换成实体对象,不方便做二次处理

所以最终使用内嵌数组的方式

三、代码示例

3.1 实体类

public class Student {

    private String name;
    private String major;
    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss")
    private LocalDateTime createTime;
    @JsonIgnore
    private List<Course> courseList;

    /* getter setter*/

}

public class Course {

    private String name;
    private Float score;

    /* getter setter*/
}

3.2 添加测试专业及课程

public class MajorConfig {

    private static MajorConfig computer;
    private static MajorConfig math;

    static {
        computer = new MajorConfig();
        computer.setName("计算机");

        List<String> courseList = new ArrayList<>();
        courseList.add("高等数学");
        courseList.add("数据结构");
        computer.setCourseList(courseList);

        math = new MajorConfig();
        math.setName("数学");
        courseList = new ArrayList<>();
        courseList.add("高等数学");
        math.setCourseList(courseList);


    }

    private String name;
    private List<String> courseList;

    /* getter setter*/
}

3.3 添加测试数据到 MongoDB

初始化数据 (createTime 在 MongoDB 存储为 ISODate):

[
  {
    "name": "张三",
    "major": "计算机",
    "createTime": "2018-01-20 08:00:00",
    "courseList": [
      {
        "name": "高等数学",
        "score": 20.283026
      },
      {
        "name": "数据结构",
        "score": 30.612194
      }
    ]
  },
  {
    "name": "王五",
    "major": "数学",
    "createTime": "2018-01-20 08:00:00",
    "courseList": [
      {
        "name": "高等数学",
        "score": 91.78229
      }
    ]
  },
  {
    "name": "李四",
    "major": "计算机",
    "createTime": "2019-10-01 07:10:50",
    "courseList": [
      {
        "name": "高等数学",
        "score": 60.488556
      },
      {
        "name": "数据结构",
        "score": 80.66098
      }
    ]
  },
  {
    "name": "赵六",
    "major": "数学",
    "createTime": "2019-10-01 07:10:50",
    "courseList": [
      {
        "name": "高等数学",
        "score": 29.595625
      }
    ]
  }
]

3.4 根据专业获取学生课程分数列表

首先查询到对应的数据,然后根据配置的课程动态添加字段:

  public Object list(String major){

      MajorConfig majorConfig = getMajorConfig(major);

      Query query = new Query(Criteria.where("major").is(major));
      List<Student> studentList = mongoTemplate.find(query, Student.class);

      List<Object> result = new ArrayList<>();

      for(Student student:studentList){

          Map<String,Object> properties = Maps.newHashMap();
          for(String name : majorConfig.getCourseList()){
              properties.put(name,null);
              for(Course course : student.getCourseList()){
                  if(name.equals(course.getName())){
                      properties.put(name,course.getScore());
                      break;
                  }
              }
          }

          result.add(ReflectUtil.getTarget(student,properties));
      }

      return result;
  }

各专业学生各科分数数据:

[
  {
    "name": "王五",
    "major": "数学",
    "createTime": "2018-01-20 08:00:00",
    "高等数学": 91.78229
  },
  {
    "name": "赵六",
    "major": "数学",
    "createTime": "2019-10-01 07:10:50",
    "高等数学": 29.595625
  }
]
[
  {
    "name": "张三",
    "major": "计算机",
    "createTime": "2018-01-20 08:00:00",
    "高等数学": 20.283026,
    "数据结构": 30.612194
  },
  {
    "name": "李四",
    "major": "计算机",
    "createTime": "2019-10-01 07:10:50",
    "高等数学": 60.488556,
    "数据结构": 80.66098
  }
]

ReflectUtil 代码:

public class ReflectUtil {

    public static Object getTarget(Object dest, Map<String, Object> addProperties) {
        PropertyUtilsBean propertyUtilsBean = new PropertyUtilsBean();
        PropertyDescriptor[] descriptors = propertyUtilsBean.getPropertyDescriptors(dest);

        Map<String, Class> propertyMap = Maps.newHashMap();

        for (PropertyDescriptor d : descriptors) {
            if (!"class".equalsIgnoreCase(d.getName())) {
                propertyMap.put(d.getName(), d.getPropertyType());
            }

        }
        // add extra properties
        addProperties.forEach((k, v) -> {
            if(v != null){
                propertyMap.put(k, v.getClass());
            }else{
                propertyMap.put(k, Object.class);
            }
        });
        // new dynamic bean
        DynamicBean dynamicBean = new DynamicBean(dest.getClass(), propertyMap);
        // add old value
        propertyMap.forEach((k, v) -> {
            try {
                // filter extra properties
                if (!addProperties.containsKey(k)) {
                    dynamicBean.setValue(k, propertyUtilsBean.getNestedProperty(dest, k));
                }
            } catch (Exception e) {
                e.printStackTrace();
            }
        });
        // add extra value
        addProperties.forEach((k, v) -> {
            try {
                dynamicBean.setValue(k, v);
            } catch (Exception e) {
                e.printStackTrace();
            }
        });
        Object target = dynamicBean.getTarget();
        return target;
    }
}

DynamicBean 代码:

public class DynamicBean {

    private Object target;

    private BeanMap beanMap;

    public DynamicBean(Class superclass, Map<String, Class> propertyMap) {
        this.target = generateBean(superclass, propertyMap);
        this.beanMap = BeanMap.create(this.target);
    }

    public void setValue(String property, Object value) {
        beanMap.put(property, value);
    }

    public Object getValue(String property) {
        return beanMap.get(property);
    }

    public Object getTarget() {
        return this.target;
    }

    private Object generateBean(Class superclass, Map<String, Class> propertyMap) {
        BeanGenerator generator =new BeanGenerator();
        if(null != superclass) {
            generator.setSuperclass(superclass);
        }
        BeanGenerator.addProperties(generator, propertyMap);
        return generator.create();
    }
}

3.5 添加课程并修改数据库

public Object add(String major, String name, Boolean updateDatabase){

        MajorConfig majorConfig = getMajorConfig(major);

        List<String> courseList = majorConfig.getCourseList();

        if(!courseList.contains(name))
        {
            courseList.add(name);
            majorConfig.setCourseList(courseList);
        }

        if(updateDatabase){

            Random random = new Random();

            Course course = new Course();
            course.setName(name);
            course.setScore(random.nextFloat() * 100);

            Update update = new Update();
            update.addToSet("courseList", course);
            Query query = Query.query(Criteria.where("major").is(majorConfig.getName()));
            mongoTemplate.updateMulti(query, update, Student.class);

        }

        return majorConfig;
    }

为数学专业添加计算机基础:

[
  {
    "name": "王五",
    "major": "数学",
    "createTime": "2018-01-20 08:00:00",
    "计算机基础": 9.042096,
    "高等数学": 91.78229
  },
  {
    "name": "赵六",
    "major": "数学",
    "createTime": "2019-10-01 07:10:50",
    "计算机基础": 9.042096,
    "高等数学": 29.595625
  }
]

3.6 删除课程并修改数据库

public Object del(String major, String name, Boolean updateDatabase){

        MajorConfig majorConfig = getMajorConfig(major);

        List<String> courseList = majorConfig.getCourseList();

        if(courseList.contains(name)){
            courseList.remove(name);
            majorConfig.setCourseList(courseList);
        }


        if(updateDatabase){
            Update update = new Update();
            update.pull("courseList", new BasicDBObject("name", name));
            Query query = Query.query(Criteria.where("major").is(majorConfig.getName()));
            mongoTemplate.updateMulti(query,update,Student.class);
        }

        return majorConfig;
    }

把高等数学从计算机专业删除:

[
  {
    "name": "张三",
    "major": "计算机",
    "createTime": "2018-01-20 08:00:00",
    "数据结构": 30.612194
  },
  {
    "name": "李四",
    "major": "计算机",
    "createTime": "2019-10-01 07:10:50",
    "数据结构": 80.66098
  }
]

完整代码:GitHub

标签:major,高等数学,name,探索,MongoDB,courseList,new,动态,createTime
来源: https://www.cnblogs.com/victorbu/p/11281608.html