像写SQL语句一样写Java代码

 @Data
 @AllArgsConstructor
 public class Trader {

     private final String name;
      private final String city;
 }

 @Data
 @AllArgsConstructor
 public class Transaction {

     private final Trader trader;
      private final int year;
      private final int value;
 }

public class TraderTransactionTest {

     List<Transaction> transactions = null;
//    List<Trader> traders = null;

    @Before
     public void beforeTest(){
         Trader zhangsan = new Trader("zhangsan", "shanghai");
         Trader lisi = new Trader("lisi", "beijing");
         Trader wangwu = new Trader("wangwu", "shanghai");
         Trader zhaoliu = new Trader("zhaoliu", "shanghai");

//        traders = Arrays.asList(zhangsan, lisi, wangwu, zhaoliu);

         transactions = Arrays.asList(
             new Transaction(zhaoliu, 2011, 300),
             new Transaction(zhangsan, 2012, 1000),
             new Transaction(zhangsan, 2011, 400),
             new Transaction(lisi, 2012, 710),
             new Transaction(lisi, 2012, 700),
             new Transaction(wangwu, 2012, 950)
         );
     }

     //2011年发生的交易,按照交易额排序
     @org.junit.Test
     public void test1(){
         List<Transaction> l = transactions.stream().filter(t -> t.getYear() == 2011)
                 .sorted(Comparator.comparing(Transaction::getValue))
                 .collect(Collectors.toList());
         System.out.println(l);
     }

     //交易员都在哪些不同的城市工作过
     @org.junit.Test
     public void test2(){
//        traders.stream().map(Trader::getCity).distinct().forEach(s -> System.out.print(s + "\t"));
         transactions.stream().map(t -> t.getTrader().getCity()).distinct().forEach(s -> System.out.print(s + "\t"));
     }

     //找出来自上海的交易员,按照名字排序
     @org.junit.Test
     public void test3(){
//        List<Trader> l = traders.stream()
//                .filter(t -> "shanghai".equals(t.getCity()))
//                .sorted(Comparator.comparing(Trader::getName))
//                .collect(Collectors.toList());
         List<Trader> l = transactions.stream().map(Transaction::getTrader)
             .filter(t -> "shanghai".equals(t.getCity()))
             .distinct()
             .sorted(Comparator.comparing(Trader::getName))
             .collect(Collectors.toList());
         System.out.println(l);
     }

     //返回交易员姓名字符串,并按照字母顺排序
     @org.junit.Test
     public void test4(){
         String traderStr = transactions.stream().map(t -> t.getTrader().getName())
             .distinct()
             .sorted()
             .reduce("", (n1, n2) -> n1 + n2);

         traderStr = transactions.stream().map(t -> t.getTrader().getName())
             .distinct()
             .sorted()
             .collect(Collectors.joining());

         System.out.println(traderStr);
     }

     //有没有交易员在上海工作
     @org.junit.Test
     public void test5(){
         transactions.stream().anyMatch(t -> t.getTrader().getCity().equals("shanghai"));
     }

     //生活在上海的交易员的所有交易额
     @org.junit.Test
     public void test6(){
         transactions.stream().filter(t -> "shanghai".equals(t.getTrader().getCity()))
             .map(Transaction::getValue)
             .forEach(v -> System.out.print(v + "\t"));
     }

     //所有交易中,最高的交易额是多少
     @org.junit.Test
     public void test7(){
         Optional<Integer> o = transactions.stream().map(Transaction::getValue).reduce(Integer::max);
         System.out.println(o);
     }

     //找到交易额最小的交易
     @org.junit.Test
     public void test8(){
         Optional<Integer> o = transactions.stream().map(Transaction::getValue).reduce(Integer::min);
         System.out.println(o);

         Optional<Transaction> ot = transactions.stream().reduce((t1, t2) -> t1.getValue() < t2.getValue() ? t1 : t2);
         System.out.println(ot);

         ot = transactions.stream().min(Comparator.comparing(Transaction::getValue));
         System.out.println(ot);

     }

}