Collectors groupingByConcurrent in Java with Examples - Java 147

Collectors groupingByConcurrent in Java with Examples – Java 147

Collectors groupingbyconcurrent in Java with Examples

按給定的特定屬性對集合中的元素進行分組,使用並行運算,將一個問題劃分為兩個或多個子問題,同時並行地解決這些問題,每個子問題在單獨的執行緒上計算,然後將子問題的所有解決方案合併到一個統一的過程中, Collectors GroupingByConcurrent in Java 介紹常見的 groupingByConcurrent 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, K> Collector<T, ?, ConcurrentMap<K, List<T>>> groupingByConcurrent(
		Function<? super T, ? extends K> classifier) {
}

public static <T, K, A, D> Collector<T, ?, ConcurrentMap<K, D>> groupingByConcurrent(
		Function<? super T, ? extends K> classifier, Collector<? super T, A, D> downstream) {
}

public static <T, K, A, D, M extends ConcurrentMap<K, D>> Collector<T, ?, M> groupingByConcurrent(
		Function<? super T, ? extends K> classifier, Supplier<M> mapFactory,
		Collector<? super T, A, D> downstream) {
}

檔案目錄

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

單元測試

GroupingByConcurrent Collectors Java 提供對集合中的元素進行分組。

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();
		}
	}

withClassification

GroupingByConcurrent Collectors Java 建立一個 List ,增加五個元素,根據元素屬性進行分組。

	@Test
	public void withClassification() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, List<Integer>> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3));
		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), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
		Map<Integer, List<Fruit>> fruitResult = fruitList.stream()
				.collect(Collectors.groupingByConcurrent(Fruit::getType));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
{0=[3], 1=[1, 4], 2=[2, 5]}
{1=[{"name":"Blueberry","quantity":1.7976931348623157E308,"type":1}, {"name":"Fig","quantity":3.0,"type":1}], 2=[{"name":"Guava","quantity":4.0,"type":2}], 3=[{"name":"Melon","quantity":-1.0,"type":3}, {"name":"Kiwifruit","quantity":5.0,"type":3}]}

withDownstream

GroupingByConcurrent Collectors Java 建立一個 List ,增加五個元素,根據元素屬性進行分組,計算個數。

	@Test
	public void withDownstream() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, Long> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3,
				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), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
		Map<Integer, Long> fruitResult = fruitList.stream().collect(Collectors.groupingByConcurrent(Fruit::getType,
				Collectors.mapping(Function.identity(), Collectors.counting())));

		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
{0=1, 1=2, 2=2}
{1=2, 2=1, 3=2}

withSupplier

GroupingByConcurrent Collectors Java 建立一個 List ,增加五個元素,根據元素屬性進行分組,轉換成元素屬性。

	@Test
	public void withSupplier() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, List<Integer>> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3,
				ConcurrentHashMap::new, Collectors.mapping(e -> e * e, Collectors.toList())));
		System.out.println(result);
		assertEquals(1, result.get(0).size());
		assertEquals(2, result.get(1).size());
		assertEquals(2, result.get(2).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<Integer, List<Double>> fruitResult = fruitList.stream().collect(Collectors.groupingByConcurrent(
				Fruit::getType, ConcurrentHashMap::new, Collectors.mapping(Fruit::getQuantity, Collectors.toList())));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
{0=[9], 1=[1, 16], 2=[4, 25]}
{1=[1.7976931348623157E308, 3.0], 2=[4.0], 3=[-1.0, 5.0]}

GroupingByConcurrentExamplesTest.java

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

package org.ruoxue.java_147.collector;

import static org.junit.Assert.*;

import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
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 GroupingByConcurrentExamplesTest {

	@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 withClassification() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, List<Integer>> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3));
		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), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
		Map<Integer, List<Fruit>> fruitResult = fruitList.stream()
				.collect(Collectors.groupingByConcurrent(Fruit::getType));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}

	@Test
	public void withDownstream() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, Long> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3,
				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), new Fruit("Guava", 4, 2), new Fruit("Kiwifruit", 5, 3));
		Map<Integer, Long> fruitResult = fruitList.stream().collect(Collectors.groupingByConcurrent(Fruit::getType,
				Collectors.mapping(Function.identity(), Collectors.counting())));

		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}

	@Test
	public void withSupplier() {
		List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
		Map<Integer, List<Integer>> result = list.stream().collect(Collectors.groupingByConcurrent(e -> e % 3,
				ConcurrentHashMap::new, Collectors.mapping(e -> e * e, Collectors.toList())));
		System.out.println(result);
		assertEquals(1, result.get(0).size());
		assertEquals(2, result.get(1).size());
		assertEquals(2, result.get(2).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<Integer, List<Double>> fruitResult = fruitList.stream().collect(Collectors.groupingByConcurrent(
				Fruit::getType, ConcurrentHashMap::new, Collectors.mapping(Fruit::getQuantity, Collectors.toList())));
		System.out.println(fruitResult);
		assertEquals(3, fruitResult.size());
	}
}

心得分享

Collectors GroupingByConcurrent 使用多核架構,與 groupingBy 非常相似,提供了與 SQL 中的 GROUP BY 語句類似的功能,根據一個或多個屬性對集合中的元素進行分組,並將最終結果儲存在 ConcurrentMap 中,除了傳入分類函數,還可以傳入 collector 參數,實現多級分組,熟悉 GroupingByConcurrent Collectors 這些方法的操作,例如: groupingByConcurrent 等方法,可以讓程式碼更加地簡潔及容易維護。

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