在这篇教程中，将向你展示如何使用Java 8 Stream的Collectors，来对一个List进行分组，计算个数，求和以及排序。
1. Group By, Count and Sort
1.1 对一个List进行分组，并显示每组的个数
Java8Example1.java
package com.mkyong.java8;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;
public class Java8Example1 {
public static void main(String[] args) {
//3 apple, 2 banana, others 1
List items =
Arrays.asList("apple", "apple", "banana",
"apple", "orange", "banana", "papaya");
Map result =
items.stream().collect(
Collectors.groupingBy(
Function.identity(), Collectors.counting()
)
);
System.out.println(result);
}
}
output
{
papaya=1, orange=1, banana=2, apple=3
}
1.2 加入排序
Java8Example2.java
package com.mkyong.java8;
import java.util.Arrays;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;
public class Java8Example2 {
public static void main(String[] args) {
//3 apple, 2 banana, others 1
List items =
Arrays.asList("apple", "apple", "banana",
"apple", "orange", "banana", "papaya");
Map result =
items.stream().collect(
Collectors.groupingBy(
Function.identity(), Collectors.counting()
)
);
Map finalMap = new LinkedHashMap<>();
//Sort a map and add to finalMap
result.entrySet().stream()
.sorted(paringByValue()
.reversed()).forEachOrdered(e -> finalMap.put(e.getKey(), e.getValue()));
System.out.println(finalMap);
}
}
output
{
apple=3, banana=2, papaya=1, orange=1
}
2. List Objects
对用户定义的对象数组进行分组的例子。
2.1 一个简单java对象.
Item.java
package com.mkyong.java8;
import java.math.BigDecimal;
public class Item {
private String name;
private int qty;
private BigDecimal price;
//constructors, getter/setters
}
2.2 通过name属性分组，并显示分组个数或Qty属性的数量
Java8Examples3.java
package com.mkyong.java8;
import java.math.BigDecimal;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
public class Java8Examples3 {
public static void main(String[] args) {
//3 apple, 2 banana, others 1
List items = Arrays.asList(
new Item("apple", 10, new BigDecimal("9.99")),
new Item("banana", 20, new BigDecimal("19.99")),
new Item("orang", 10, new BigDecimal("29.99")),
new Item("watermelon", 10, new BigDecimal("29.99")),
new Item("papaya", 20, new BigDecimal("9.99")),
new Item("apple", 10, new BigDecimal("9.99")),
new Item("banana", 10, new BigDecimal("19.99")),
new Item("apple", 20, new BigDecimal("9.99"))
);
Map counting = items.stream().collect(
Collectors.groupingBy(Item::getName, Collectors.counting()));
System.out.println(counting);
Map sum = items.stream().collect(
Collectors.groupingBy(Item::getName, Collectors.summingInt(Item::getQty)));
System.out.println(sum);
}
}
output
//Group by + Count
{
papaya=1, banana=2, apple=3, orang=1, watermelon=1
}
//Group by + Sum qty
{
papaya=20, banana=30, apple=40, orang=10, watermelon=10
}
2.2 通过Price分组 – 使用Collectors.groupingBy 和 Collectors.mapping 的例子.
Java8Examples4.java
package com.mkyong.java8;
import java.math.BigDecimal;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;
public class Java8Examples4 {
public static void main(String[] args) {
//3 apple, 2 banana, others 1
List items = Arrays.asList(
new Item("apple", 10, new BigDecimal("9.99")),
new Item("banana", 20, new BigDecimal("19.99")),
new Item("orang", 10, new BigDecimal("29.99")),
new Item("watermelon", 10, new BigDecimal("29.99")),
new Item("papaya", 20, new BigDecimal("9.99")),
new Item("apple", 10, new BigDecimal("9.99")),
new Item("banana", 10, new BigDecimal("19.99")),
new Item("apple", 20, new BigDecimal("9.99"))
);
//group by price
Map> groupByPriceMap =
items.stream().collect(Collectors.groupingBy(Item::getPrice));
System.out.println(groupByPriceMap);
// group by price, uses 'mapping' to convert List to Set
Map> result =
items.stream().collect(
Collectors.groupingBy(Item::getPrice,
Collectors.mapping(Item::getName, Collectors.toSet())
)
);
System.out.println(result);
}
}
output
{
19.99=[
Item{name='banana', qty=20, price=19.99},
Item{name='banana', qty=10, price=19.99}
],
29.99=[
Item{name='orang', qty=10, price=29.99},
Item{name='watermelon', qty=10, price=29.99}
],
9.99=[
Item{name='apple', qty=10, price=9.99},
Item{name='papaya', qty=20, price=9.99},
Item{name='apple', qty=10, price=9.99},
Item{name='apple', qty=20, price=9.99}
]
}
//group by + mapping to Set
{
19.99=[banana],
29.99=[orang, watermelon],
9.99=[papaya, apple]
}
References
[Stackoverflow – Sort a Map by values (Java) ][Stackoverflow _ Sort a Map by values Java]
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