使用MapReduce技术获取Java8中多个类字段的摘要

以下是学生班级定义：

class Student{
    String name;
    int sub1;
    int sub2;
    int sub3;

    // etc...etc...
}

我有所有学生的名单。 要求得到sub1、sub2和sub3的平均值。而且，任何学生在任何科目上都能得到最低分和最高分

以下是sub1的代码：

    IntSummaryStatistics sub1Summary = students.stream().collect(Collectors.summarizingInt(s -> s.sub1));

是否可以使用单个表达式，或者我必须为每个主题创建

IntSummaryStatistics

，并比较每个最低和最高主题值

提前感谢

尝试以下内容：

  List<Student> students = Arrays.asList(Student.create("A", 60, 55, 35), 
                    Student.create("B", 40, 65, 75),
                    Student.create("C", 70, 45, 95));

        Map<String, IntSummaryStatistics> subjectsSummary = new HashMap<String, IntSummaryStatistics>();
        Map<String, List<Integer>> subjectMarks = new HashMap<String, List<Integer>>();

        List<Integer> sub1Marks = new ArrayList<>();
        List<Integer> sub2Marks = new ArrayList<>();
        List<Integer> sub3Marks = new ArrayList<>();

    // Input : Student
    // Output : Map(Key=SubjectName, Value= List of Marks for students)
    Function<Student, Map<String, List<Integer>>> toSubjectsMap = (s) -> {
        sub1Marks.add(s.getSub1());
        sub2Marks.add(s.getSub2());
        sub3Marks.add(s.getSub3());

        subjectMarks.put("Sub1", sub1Marks);
        subjectMarks.put("Sub2", sub2Marks);
        subjectMarks.put("Sub3", sub3Marks);

        return subjectMarks;
    };

    //Function to generate summary stats from the list of integers/marks
        Function<List<Integer>, IntSummaryStatistics> generateStatsFunc = (listOfMarks) -> {
            return listOfMarks.stream().collect(Collectors.summarizingInt(marks->marks));
        };


    // 1. Students are mapped to generate Map for subject-->List of Marks
    // 2. Doing flatMap on the generate Map to get the Keys from the map(list of subjects)
    // 3. Collecting the Keys(Subject Names) of Map to Map(Key=SubjectName,Value=IntSummaryStats for Subject)
    students.stream().map(toSubjectsMap).flatMap(subMap -> subMap.keySet().stream())
            .collect(() -> subjectsSummary/* Initial Value of Map */, (summary, key) -> {
                // Generate the stats from the list of marks for the subject 
                IntSummaryStatistics st = generateStatsFunc.apply(subjectMarks.get(key));
                //Adding the stats for each Subject into the result Summary
                summary.put(key, st);
            } , (summary1, summary2) -> {
                //merging the two maps
                summary1.putAll(summary2);
            });

    System.out.println(subjectsSummary);

---

你说的任何科目的最低分和最高分是什么意思？是否要作为结果3

IntSummaryStatistics

、一个汇总

sub1

、一个汇总

sub2

和一个汇总

sub3

？或者是

sub

s之间的最小相关性？有学生列表。我想得到学生在任何科目（sub1、sub2或sub3）上的最低分数和最高分数。因此，我将只有一个最低和最高的值，整个列表和主题1的平均分数，主题2的平均分数和主题3的平均分数，没有一行，对不起。如果您需要一些阅读检查，或者……您需要编写自己的收集器来汇总所有

sub

s，或者为每个

sub

s创建一个

IntSummaryStatistics

。。看来我必须花5-6个小时来理解stream（）块。如果可能，请添加评论。

class Student {
    String name;
    int sub1;
    int sub2;
    int sub3;

    static Student create(String name, int sub1, int sub2, int sub3) {
        // validation
        return new Student(name, sub1, sub2, sub3);
    }

    public String getName() {
        return name;
    }

    public int getSub1() {
        return sub1;
    }

    public int getSub2() {
        return sub2;
    }

    public int getSub3() {
        return sub3;
    }

    private Student(String name, int sub1, int sub2, int sub3) {
        this.name = name;
        this.sub1 = sub1;
        this.sub2 = sub2;
        this.sub3 = sub3;
    }

    @Override
    public String toString() {
        return name;
    }
}