Java stream流支持多字段排序_java stream 多字段排序-优快云博客

背景

对于排序而言,比较常见的场景是前端传递所需的排序字段名和排序方向,然后通过stream流或者数据库来实现排序.
为动态接收参数,继承Map来支持多字段传入.另外stream流原生的sorted写起来相对比较繁琐,可以通过compartor方法封装构建多字段排序的逻辑进行简化.具体实现就是通过反射拿到对应字段的值,然后利用Compartor的comparing和thenComparing完成多字段排序.

代码

具体代码和测试结果如下

package com.mamu.funnyair.model.common;

import java.util.ArrayList;
import java.util.Comparator;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;

import cn.hutool.core.util.ReflectUtil;
import lombok.Data;

/**
 * 封装Map接收前端排序参数,并提供compartor,方便构建stream流sorted所需的Comparator
 * <pre>
 *     示例:
 *     {
 *         "fieldName": "ascend",
 *         "fieldName2": "descend"
 *     }
 * </pre>
 *
 * <pre>
 *     1. key 是排序字段
 *     2. value 是排序方向,可选值 ascend/descend 或者 asc/desc
 *     3. 排序字段属性需符合java的get规范,其中使用了反射获取field对应的get方法
 *     4. 排序字段的类型必须实现Comparable接口,否则抛出异常The field xx does not implement Comparable interface
 *     5. 注意这里用的是LinkedHashMap,保证排序参数的顺序.如果是HashMap,排序参数的顺序可能会丢失,甚至反过来
 *     6. 依赖了hutool的ReflectUtil,后续尽量移除此依赖
 * </pre>
 *
 * @author yi qiang
 * @date 2024-07-23 16:28:52
 */
@SuppressWarnings("all")
public class SortMap extends LinkedHashMap<String, String> {

    /**
     * 根据排序参数构建Comparator
     */
    public <T> Comparator<T> compartor() {
        if (this.isEmpty()) {
            return null;
        }
        Comparator<T> comparator = null;
        // 遍历排序参数,构建comparator
        // 可以用reduce,但是感觉还没三元表达式清晰
        for (Map.Entry<String, String> entry : this.entrySet()) {
            comparator = (comparator == null) ?
                         getTempComparator(entry.getKey(), entry.getValue()) :
                         //多字段排序,第二个字段开始就要使用thenComparing
                         comparator.thenComparing(getTempComparator(entry.getKey(), entry.getValue()));
        }
        return comparator;
    }

    private Comparator getTempComparator(String fieldName, String direction) {
        if ("descend".equalsIgnoreCase(direction) || "desc".equalsIgnoreCase(direction)) {
            return Comparator.comparing(getKeyExtractor(fieldName), Comparator.reverseOrder());
        }
        return Comparator.comparing(getKeyExtractor(fieldName));
    }

    /**
     * 排序属性值的映射函数
     */
    private Function getKeyExtractor(String fieldName) {
        return ele -> {
            Object o = ReflectUtil.getFieldValue(ele, fieldName);
            if (o instanceof Comparable) {
                return (Comparable) o;
            }
            throw new RuntimeException("The field " + fieldName + " does not implement Comparable interface");
        };
    }
    // 暂时未经过严格测试,比如父类属性,先不处理
    //    private static Object getFieldValue(Object ele,String fieldName) {
    //        try {
    //            Field declaredField = ele.getClass().getDeclaredField(fieldName);
    //            declaredField.setAccessible(true);
    //            return declaredField.get(ele);
    //        } catch (Exception ex) {
    //            return null;
    //        }
    //    }

    public static void main(String[] args) {
        List<Test> tests = new ArrayList<>();
        Test test = new Test();
        test.setL(1);
        test.setDate(new Date());
        test.setS("c");
        tests.add(test);

        Test test1 = new Test();
        test1.setL(2);
        test1.setDate(new Date(System.currentTimeMillis() - 1000 * 60 * 60 * 24));
        test1.setS("a");

        tests.add(test1);

        Test test2 = new Test();
        test2.setL(2);
        test2.setDate(new Date(System.currentTimeMillis() - 1000 * 60 * 60 * 24));
        test2.setS("b");
        test2.setTest2(new Test2());
        tests.add(test2);

        SortMap sortMap = new SortMap();
        sortMap.put("l", "descend");
        sortMap.put("s", "descend");
        //测试Comparable接口未实现
        //sortMap.put("test2", "ascend");

        //此处看到泛型也是生效的,可以自动识别成对应的类
        List<Test> collect = tests.stream().sorted(sortMap.compartor()).collect(Collectors.toList());

        collect.forEach(System.out::println);
    }

    @Data
    public static class Test {
        private long l;
        private String s;
        private Date date;
        private Test2 test2;
    }

    @Data
    public static class Test2 {
        private long l;
        private String s;
    }
}