Collectors mapping in Java with Examples - Java 147

Collectors mapping in Java with Examples – Java 147

Collectors mapping in Java with Examples

在 Collectors 類中定義,屬於 java.util.stream ,通過在累積之前 Stream 中的每個元素應用映射函數,將接受 U 類型元素的收集器,轉換為接受 T 類型元素的收集器, Collectors Mapping in Java 介紹常見的 mapping 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, U, A, R> Collector<T, ?, R> mapping(Function<? super T, ? extends U> mapper,
			Collector<? super U, A, R> downstream) {
}

檔案目錄

./
   +- src
       +- test
       |   +- org
       |       +- ruoxue
       |           +- java_147
       |               +- collector
       |                   +- MappingExamplesTest.java   

單元測試

Mapping Collectors Java 提供將一種類型元素的 Collector ,轉換為接受另一種類型元素的 Collector 。

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();
		}
	}

withCounting

Mapping Collectors Java 建立一個 List ,增加三個元素,轉換成元素屬性,計算個數。

	@Test
	public void withCounting() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		Map<Integer, Long> result = list.stream().collect(
				Collectors.groupingBy(String::length, Collectors.mapping(Function.identity(), Collectors.counting())));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		Map<Integer, Long> fruitResult = fruitList.stream().collect(
				Collectors.groupingBy(Fruit::getType, Collectors.mapping(Function.identity(), Collectors.counting())));

		System.out.println(fruitResult);
		assertEquals(2, fruitResult.size());
	}
{3=1, 5=1, 9=1}
{1=2, 3=1}

withJoining

Mapping Collectors Java 建立一個 List ,增加三個元素,轉換成元素屬性,將元素連接成字串。

	@Test
	public void withJoining() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		Map<Integer, String> result = list.stream().collect(Collectors.groupingBy(String::length,
				Collectors.mapping(Function.identity(), Collectors.joining(", ", "(", ")"))));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		Map<Integer, String> fruitResult = fruitList.stream().collect(Collectors.groupingBy(Fruit::getType,
				Collectors.mapping(Fruit::getName, Collectors.joining(", ", "(", ")"))));
		System.out.println(fruitResult);
		assertEquals(2, fruitResult.size());
	}
{3=(Fig), 5=(Melon), 9=(Blueberry)}
{1=(Blueberry, Fig), 3=(Melon)}

withSummarizingInt

Mapping Collectors Java 建立一個 List ,增加三個元素,轉換成元素屬性,彙整統計元素屬性。

	@Test
	public void withSummarizingInt() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		IntSummaryStatistics result = list.stream()
				.collect(Collectors.mapping(e -> e.length() * e.length(), Collectors.summarizingInt(e -> e)));
		System.out.println(result);
		assertEquals(38.33, result.getAverage(), 2);
		assertEquals(115, result.getSum());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		IntSummaryStatistics fruitResult = fruitList.stream()
				.collect(Collectors.mapping(e -> e.name.length(), Collectors.summarizingInt(e -> e)));
		System.out.println(fruitResult);
		assertEquals(5.66, fruitResult.getAverage(), 2);
		assertEquals(17, fruitResult.getSum());
	}
IntSummaryStatistics{count=3, sum=115, min=9, average=38.333333, max=81}
IntSummaryStatistics{count=3, sum=17, min=3, average=5.666667, max=9}

withToList

Mapping Collectors 建立一個 List ,增加三個元素,轉換成元素屬性,再轉換成 List 。

	@Test
	public void withToList() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		List<Integer> result = list.stream().collect(Collectors.mapping(String::length, Collectors.toList()));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		List<Double> fruitResult = fruitList.stream()
				.collect(Collectors.mapping(Fruit::getQuantity, Collectors.toList()));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
[9, 5, 3]
[1.7976931348623157E308, -1.0, 3.0]

MappingExamplesTest.java

Mapping Collectors 新增單元測試,驗證 Collectors Mapping 是否符合預期。

package org.ruoxue.java_147.collector;

import static org.junit.Assert.*;

import java.util.Arrays;
import java.util.IntSummaryStatistics;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
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 MappingExamplesTest {

	@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 withCounting() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		Map<Integer, Long> result = list.stream().collect(
				Collectors.groupingBy(String::length, Collectors.mapping(Function.identity(), Collectors.counting())));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		Map<Integer, Long> fruitResult = fruitList.stream().collect(
				Collectors.groupingBy(Fruit::getType, Collectors.mapping(Function.identity(), Collectors.counting())));

		System.out.println(fruitResult);
		assertEquals(2, fruitResult.size());
	}

	@Test
	public void withJoining() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		Map<Integer, String> result = list.stream().collect(Collectors.groupingBy(String::length,
				Collectors.mapping(Function.identity(), Collectors.joining(", ", "(", ")"))));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		Map<Integer, String> fruitResult = fruitList.stream().collect(Collectors.groupingBy(Fruit::getType,
				Collectors.mapping(Fruit::getName, Collectors.joining(", ", "(", ")"))));
		System.out.println(fruitResult);
		assertEquals(2, fruitResult.size());
	}

	@Test
	public void withSummarizingInt() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		IntSummaryStatistics result = list.stream()
				.collect(Collectors.mapping(e -> e.length() * e.length(), Collectors.summarizingInt(e -> e)));
		System.out.println(result);
		assertEquals(38.33, result.getAverage(), 2);
		assertEquals(115, result.getSum());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		IntSummaryStatistics fruitResult = fruitList.stream()
				.collect(Collectors.mapping(e -> e.name.length(), Collectors.summarizingInt(e -> e)));
		System.out.println(fruitResult);
		assertEquals(5.66, fruitResult.getAverage(), 2);
		assertEquals(17, fruitResult.getSum());
	}

	@Test
	public void withToList() {
		List<String> list = Arrays.asList("Blueberry", "Melon", "Fig");
		List<Integer> result = list.stream().collect(Collectors.mapping(String::length, Collectors.toList()));
		System.out.println(result);
		assertEquals(3, result.size());

		List<Fruit> fruitList = Arrays.asList(new Fruit("Blueberry", Double.MAX_VALUE, 1), new Fruit("Melon", -1, 3),
				new Fruit("Fig", 3, 1));
		List<Double> fruitResult = fruitList.stream()
				.collect(Collectors.mapping(Fruit::getQuantity, Collectors.toList()));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
}

心得分享

Collectors Mapping 是 Collectors 類的靜態方法,傳回 Collector ,將一種類型元素的收集器,轉換為接受另一種類型元素的收集器,熟悉 Mapping Collectors 這些方法的操作,例如: mapping 等方法,可以讓程式碼更加地簡潔及容易維護。

發佈留言