Table of Contents
ToggleCollectors partitioningBy in Java with Examples
在 Collectors 類中定義,屬於 java.util.stream ,根據不同條件,對 Stream 進行分區,傳回 Map , Collectors PartitioningBy in Java 介紹常見的 partitioningBy 等方法,本篇增加了範例,並透過單元測試來驗證產出結果。
public static <T> Collector<T, ?, Map<Boolean, List<T>>> partitioningBy(Predicate<? super T> predicate) {
}
public static <T, D, A> Collector<T, ?, Map<Boolean, D>> partitioningBy(Predicate<? super T> predicate,
Collector<? super T, A, D> downstream) {
}
檔案目錄
./
+- src
+- test
| +- org
| +- ruoxue
| +- java_147
| +- collector
| +- PartitioningByExamplesTest.java
單元測試
PartitioningBy Collectors Java 提供集合中根據指定條件,對元素進行分區。
Fruit
建立 Fruit 類別,覆寫 toString ,定義屬性和方法,用來建立一個物件。
@NoArgsConstructor
@Getter
@Setter
@Builder
public static class Fruit {
private String name;
private double quantity;
private int type;
public Fruit(String name, double quantity, int type) {
this.name = name;
this.quantity = quantity;
this.type = type;
}
public String toString() {
ToStringBuilder builder = new ToStringBuilder(this, ToStringStyle.JSON_STYLE);
builder.appendSuper(super.toString());
builder.append("name", name);
builder.append("quantity", quantity);
builder.append("type", type);
return builder.toString();
}
}
withPredicate
PartitioningBy Collectors Java 建立一個 List ,增加五個元素,根據指定條件進行分區。
@Test
public void withPredicate() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, List<String>> result = list.stream().collect(Collectors.partitioningBy(e -> e.length() > 3));
System.out.println(result);
assertEquals(1, result.get(Boolean.FALSE).size());
assertEquals(4, result.get(Boolean.TRUE).size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, List<Fruit>> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1));
System.out.println(fruitResult);
assertEquals(2, fruitResult.get(Boolean.FALSE).size());
assertEquals(3, fruitResult.get(Boolean.TRUE).size());
}
{false=[Fig], true=[Blueberry, Melon, Guava, Kiwifruit]}
{false=[{"name":"Blueberry","quantity":1.7976931348623157E308,"type":1}, {"name":"Fig","quantity":3.0,"type":1}], true=[{"name":"Melon","quantity":-1.0,"type":3}, {"name":"Guava","quantity":4.0,"type":2}, {"name":"Kiwifruit","quantity":5.0,"type":3}]}
withDownstream
PartitioningBy Collectors Java 增加五個元素,根據指定條件進行分區,轉換成元素屬性。
@Test
public void withDownstream() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, List<String>> result = list.stream().collect(Collectors.partitioningBy(e -> e.length() > 3,
Collectors.mapping(e -> e.toUpperCase(), Collectors.toList())));
System.out.println(result);
assertEquals(1, result.get(Boolean.FALSE).size());
assertEquals(4, result.get(Boolean.TRUE).size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, List<Double>> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1,
Collectors.mapping(Fruit::getQuantity, Collectors.toList())));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
{false=[FIG], true=[BLUEBERRY, MELON, GUAVA, KIWIFRUIT]}
{false=[1.7976931348623157E308, 3.0], true=[-1.0, 4.0, 5.0]}
withCounting
PartitioningBy Collectors Java 增加五個元素,根據指定條件進行分區,計算個數。
@Test
public void withCounting() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, Long> result = list.stream()
.collect(Collectors.partitioningBy(e -> e.length() > 3, Collectors.counting()));
System.out.println(result);
assertEquals(2, result.size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, Long> fruitResult = fruitList.stream()
.collect(Collectors.partitioningBy(e -> e.type > 1, Collectors.counting()));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
{false=1, true=4}
{false=2, true=3}
withReducing
PartitioningBy Collectors 增加五個元素,根據指定條件進行分區,元素屬性累加計算。
@Test
public void withReducing() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, Integer> result = list.stream().collect(
Collectors.partitioningBy(e -> e.length() > 3, Collectors.reducing(0, String::length, Integer::sum)));
System.out.println(result);
assertEquals(2, result.size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", 1, 1), new Fruit("Melon", 2, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, BigDecimal> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1,
Collectors.reducing(BigDecimal.ZERO, e -> new BigDecimal(e.getQuantity()), BigDecimal::add)));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
{false=3, true=28}
{false=4, true=11}
PartitioningByExamplesTest.java
PartitioningBy Collectors 新增單元測試,驗證 Collectors PartitioningBy 是否符合預期。
package org.ruoxue.java_147.collector;
import static org.junit.Assert.*;
import java.math.BigDecimal;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import org.apache.commons.lang3.builder.ToStringBuilder;
import org.apache.commons.lang3.builder.ToStringStyle;
import org.junit.Test;
import lombok.Builder;
import lombok.Getter;
import lombok.NoArgsConstructor;
import lombok.Setter;
public class PartitioningByExamplesTest {
@NoArgsConstructor
@Getter
@Setter
@Builder
public static class Fruit {
private String name;
private double quantity;
private int type;
public Fruit(String name, double quantity, int type) {
this.name = name;
this.quantity = quantity;
this.type = type;
}
public String toString() {
ToStringBuilder builder = new ToStringBuilder(this, ToStringStyle.JSON_STYLE);
builder.appendSuper(super.toString());
builder.append("name", name);
builder.append("quantity", quantity);
builder.append("type", type);
return builder.toString();
}
}
@Test
public void withPredicate() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, List<String>> result = list.stream().collect(Collectors.partitioningBy(e -> e.length() > 3));
System.out.println(result);
assertEquals(1, result.get(Boolean.FALSE).size());
assertEquals(4, result.get(Boolean.TRUE).size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, List<Fruit>> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1));
System.out.println(fruitResult);
assertEquals(2, fruitResult.get(Boolean.FALSE).size());
assertEquals(3, fruitResult.get(Boolean.TRUE).size());
}
@Test
public void withDownstream() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, List<String>> result = list.stream().collect(Collectors.partitioningBy(e -> e.length() > 3,
Collectors.mapping(e -> e.toUpperCase(), Collectors.toList())));
System.out.println(result);
assertEquals(1, result.get(Boolean.FALSE).size());
assertEquals(4, result.get(Boolean.TRUE).size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, List<Double>> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1,
Collectors.mapping(Fruit::getQuantity, Collectors.toList())));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
@Test
public void withCounting() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, Long> result = list.stream()
.collect(Collectors.partitioningBy(e -> e.length() > 3, Collectors.counting()));
System.out.println(result);
assertEquals(2, result.size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, Long> fruitResult = fruitList.stream()
.collect(Collectors.partitioningBy(e -> e.type > 1, Collectors.counting()));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
@Test
public void withReducing() {
List<String> list = Arrays.asList("Blueberry", "Melon", "Fig", "Guava", "Kiwifruit");
Map<Boolean, Integer> result = list.stream().collect(
Collectors.partitioningBy(e -> e.length() > 3, Collectors.reducing(0, String::length, Integer::sum)));
System.out.println(result);
assertEquals(2, result.size());
List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", 1, 1), new Fruit("Melon", 2, 3),
new Fruit("Fig", 3, 1), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
Map<Boolean, BigDecimal> fruitResult = fruitList.stream().collect(Collectors.partitioningBy(e -> e.type > 1,
Collectors.reducing(BigDecimal.ZERO, e -> new BigDecimal(e.getQuantity()), BigDecimal::add)));
System.out.println(fruitResult);
assertEquals(2, fruitResult.size());
}
}
心得分享
Collectors PartitioningBy 是 Collectors 類的靜態方法,將一種類型元素的收集器,允許以多種方式收集 Stream,在給定特定條件的情況下,將 Stream 分區為多個分區,使用不同的下游收集器來實現更好的資料分區,熟悉 PartitioningBy Collectors 這些方法的操作,例如: partitioningBy 等方法,可以讓程式碼更加地簡潔及容易維護。