Java 8流：Micro Katas

编程kata是一种练习，可以帮助程序员通过练习和重复练习来磨练自己的技能。

本文是“ 通过Katas进行Java教程 ”系列的一部分。

本文假定读者已经具有Java的经验，熟悉单元测试的基础知识，并且知道如何从他最喜欢的IDE（我是IntelliJ IDEA ）运行它们。

下面显示的练习背后的想法是，使用测试驱动的开发方法来学习Java 8 Streaming（编写第一个测试的实现，确认它通过并转到下一个测试）。

每个部分都将以测试形式的目标开始，以证明实现一旦编写便是正确的。这些测试中的每一个都在Java 7（或更早版本）和Java 8中使用Streams进行了一种可能的实现。这样，读者可以将Java 8的某些新功能与早期JDK中的等效功能进行比较。请尝试解决测试，而不查看提供的解决方案。

有关TDD最佳实践的更多信息，请阅读“ 测试驱动开发（TDD）：使用Java示例的最佳实践” 。

Java 8地图

将集合的元素转换为大写。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.ToUpperCase.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Convert elements of a collection to upper case.*/
public class ToUpperCaseSpec {@Testpublic void transformShouldConvertCollectionElementsToUpperCase() {List<String> collection = asList("My"< "name"< "is"< "John"< "Doe");List<String> expected = asList("MY"< "NAME"< "IS"< "JOHN"< "DOE");assertThat(transform(collection)).hasSameElementsAs(expected);}}

Java 7（transform7）和Java8（transform）实现

package com.technologyconversations.java8exercises.streams;import java.util.ArrayList;
import java.util.List;import static java.util.stream.Collectors.toList;public class ToUpperCase {public static List<String> transform7(List<String> collection) {List<String> coll = new ArrayList<>();for (String element : collection) {coll.add(element.toUpperCase());}return coll;}public static List<String> transform(List<String> collection) {return collection.stream() // Convert collection to Stream.map(String::toUpperCase) // Convert each element to upper case.collect(toList()); // Collect results to a new list}}

Java 8过滤器

过滤集合，以便仅返回少于4个字符的元素。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.FilterCollection.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Filter collection so that only elements with less then 4 characters are returned.*/
public class FilterCollectionSpec {@Testpublic void transformShouldFilterCollection() {List<String> collection = asList("My", "name", "is", "John", "Doe");List<String> expected = asList("My", "is", "Doe");assertThat(transform(collection)).hasSameElementsAs(expected);}}

Java 7（transform7）和Java8（transform）实现

package com.technologyconversations.java8exercises.streams;import java.util.ArrayList;
import java.util.List;import static java.util.stream.Collectors.toList;public class FilterCollection {public static List<String> transform7(List<String> collection) {List<String> newCollection = new ArrayList<>();for (String element : collection) {if (element.length() < 4) {newCollection.add(element);}}return newCollection;}public static List<String> transform(List<String> collection) {return collection.stream() // Convert collection to Stream.filter(value -> value.length() < 4) // Filter elements with length smaller than 4 characters.collect(toList()); // Collect results to a new list}}

Java 8 FlatMap

展平多维集合。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.FlatCollection.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Flatten multidimensional collection*/
public class FlatCollectionSpec {@Testpublic void transformShouldFlattenCollection() {List<List<String>> collection = asList(asList("Viktor", "Farcic"), asList("John", "Doe", "Third"));List<String> expected = asList("Viktor", "Farcic", "John", "Doe", "Third");assertThat(transform(collection)).hasSameElementsAs(expected);}}

Java 7（transform7）和Java8（transform）实现

package com.technologyconversations.java8exercises.streams;import java.util.ArrayList;
import java.util.List;import static java.util.stream.Collectors.toList;public class FlatCollection {public static List<String> transform7(List<List<String>> collection) {List<String> newCollection = new ArrayList<>();for (List<String> subCollection : collection) {for (String value : subCollection) {newCollection.add(value);}}return newCollection;}public static List<String> transform(List<List<String>> collection) {return collection.stream() // Convert collection to Stream.flatMap(value -> value.stream()) // Replace list with stream.collect(toList()); // Collect results to a new list}}

Java 8 Max和比较器

从集合中获取最老的人。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.OldestPerson.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Get oldest person from the collection*/
public class OldestPersonSpec {@Testpublic void getOldestPersonShouldReturnOldestPerson() {Person sara = new Person("Sara", 4);Person viktor = new Person("Viktor", 40);Person eva = new Person("Eva", 42);List<Person> collection = asList(sara, eva, viktor);assertThat(getOldestPerson(collection)).isEqualToComparingFieldByField(eva);}}

Java 7（getOldestPerson7）和Java8（getOldestPerson）实现

package com.technologyconversations.java8exercises.streams;import java.util.Comparator;
import java.util.List;public class OldestPerson {public static Person getOldestPerson7(List<Person> people) {Person oldestPerson = new Person("", 0);for (Person person : people) {if (person.getAge() > oldestPerson.getAge()) {oldestPerson = person;}}return oldestPerson;}public static Person getOldestPerson(List<Person> people) {return people.stream() // Convert collection to Stream.max(Comparator.comparing(Person::getAge)) // Compares people ages.get(); // Gets stream result}}

Java 8之和

对集合的所有元素求和。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.Sum.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Sum all elements of a collection*/
public class SumSpec {@Testpublic void transformShouldConvertCollectionElementsToUpperCase() {List<Integer> numbers = asList(1, 2, 3, 4, 5);assertThat(calculate(numbers)).isEqualTo(1 + 2 + 3 + 4 + 5);}}

Java 7（calculate7）和Java8（calculate）实现

package com.technologyconversations.java8exercises.streams;import java.util.List;public class Sum {public static int calculate7(List<Integer> numbers) {int total = 0;for (int number : numbers) {total += number;}return total;}public static int calculate(List<Integer> people) {return people.stream() // Convert collection to Stream.reduce(0, (total, number) -> total + number); // Sum elements with 0 as starting value}}

Java 8过滤器和映射

获取所有孩子（18岁以下）的名字。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.Kids.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Get names of all kids (under age of 18)*/
public class KidsSpec {@Testpublic void getKidNameShouldReturnNamesOfAllKidsFromNorway() {Person sara = new Person("Sara", 4);Person viktor = new Person("Viktor", 40);Person eva = new Person("Eva", 42);Person anna = new Person("Anna", 5);List<Person> collection = asList(sara, eva, viktor, anna);assertThat(getKidNames(collection)).contains("Sara", "Anna").doesNotContain("Viktor", "Eva");}}

Java 7（getKidNames7）和Java8（getKidNames）实现

package com.technologyconversations.java8exercises.streams;import java.util.*;import static java.util.stream.Collectors.toSet;public class Kids {public static Set<String> getKidNames7(List<Person> people) {Set<String> kids = new HashSet<>();for (Person person : people) {if (person.getAge() < 18) {kids.add(person.getName());}}return kids;}public static Set<String> getKidNames(List<Person> people) {return people.stream().filter(person -> person.getAge() < 18) // Filter kids (under age of 18).map(Person::getName) // Map Person elements to names.collect(toSet()); // Collect values to a Set}}

Java 8摘要统计

获取人员统计信息：平均年龄，人数，最大年龄，最小年龄和所有年龄的总和。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.PeopleStats.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Get people statistics: average age, count, maximum age, minimum age and sum og all ages.*/
public class PeopleStatsSpec {Person sara = new Person("Sara", 4);Person viktor = new Person("Viktor", 40);Person eva = new Person("Eva", 42);List<Person> collection = asList(sara, eva, viktor);@Testpublic void getStatsShouldReturnAverageAge() {assertThat(getStats(collection).getAverage()).isEqualTo((double)(4 + 40 + 42) / 3);}@Testpublic void getStatsShouldReturnNumberOfPeople() {assertThat(getStats(collection).getCount()).isEqualTo(3);}@Testpublic void getStatsShouldReturnMaximumAge() {assertThat(getStats(collection).getMax()).isEqualTo(42);}@Testpublic void getStatsShouldReturnMinimumAge() {assertThat(getStats(collection).getMin()).isEqualTo(4);}@Testpublic void getStatsShouldReturnSumOfAllAges() {assertThat(getStats(collection).getSum()).isEqualTo(40 + 42 + 4);}}

Java 7（getStats7）和Java8（getStats）实现

package com.technologyconversations.java8exercises.streams;import java.util.IntSummaryStatistics;
import java.util.List;public class PeopleStats {public static Stats getStats7(List<Person> people) {long sum = 0;int min = people.get(0).getAge();int max = 0;for (Person person : people) {int age = person.getAge();sum += age;min = Math.min(min, age);max = Math.max(max, age);}return new Stats(people.size(), sum, min, max);}public static IntSummaryStatistics getStats(List<Person> people) {return people.stream().mapToInt(Person::getAge).summaryStatistics();}}

Java 8分区

分区成人和孩子。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;
import java.util.Map;import static com.technologyconversations.java8exercises.streams.Partitioning.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Partition adults and kids*/
public class PartitioningSpec {@Testpublic void partitionAdultsShouldSeparateKidsFromAdults() {Person sara = new Person("Sara", 4);Person viktor = new Person("Viktor", 40);Person eva = new Person("Eva", 42);List<Person> collection = asList(sara, eva, viktor);Map<Boolean, List<Person>> result = partitionAdults(collection);assertThat(result.get(true)).hasSameElementsAs(asList(viktor, eva));assertThat(result.get(false)).hasSameElementsAs(asList(sara));}}

Java 7（partitionAdults7）和Java8（partitionAdults）实现

package com.technologyconversations.java8exercises.streams;import java.util.*;
import static java.util.stream.Collectors.*;public class Partitioning {public static Map<Boolean, List<Person>> partitionAdults7(List<Person> people) {Map<Boolean, List<Person>> map = new HashMap<>();map.put(true, new ArrayList<>());map.put(false, new ArrayList<>());for (Person person : people) {map.get(person.getAge() >= 18).add(person);}return map;}public static Map<Boolean, List<Person>> partitionAdults(List<Person> people) {return people.stream() // Convert collection to Stream.collect(partitioningBy(p -> p.getAge() >= 18)); // Partition stream of people into adults (age => 18) and kids}}

Java 8分组

按国籍分组人。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;
import java.util.Map;import static com.technologyconversations.java8exercises.streams.Grouping.*;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Group people by nationality*/
public class GroupingSpec {@Testpublic void partitionAdultsShouldSeparateKidsFromAdults() {Person sara = new Person("Sara", 4, "Norwegian");Person viktor = new Person("Viktor", 40, "Serbian");Person eva = new Person("Eva", 42, "Norwegian");List<Person> collection = asList(sara, eva, viktor);Map<String, List<Person>> result = groupByNationality(collection);assertThat(result.get("Norwegian")).hasSameElementsAs(asList(sara, eva));assertThat(result.get("Serbian")).hasSameElementsAs(asList(viktor));}}

Java 7（groupByNationality7）和Java8（groupByNationality）实现

package com.technologyconversations.java8exercises.streams;import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;import static java.util.stream.Collectors.*;public class Grouping {public static Map<String, List<Person>> groupByNationality7(List<Person> people) {Map<String, List<Person>> map = new HashMap<>();for (Person person : people) {if (!map.containsKey(person.getNationality())) {map.put(person.getNationality(), new ArrayList<>());}map.get(person.getNationality()).add(person);}return map;}public static Map<String, List<Person>> groupByNationality(List<Person> people) {return people.stream() // Convert collection to Stream.collect(groupingBy(Person::getNationality)); // Group people by nationality}}

Java 8加入

返回用逗号分隔的人名。

测验

package com.technologyconversations.java8exercises.streams;import org.junit.Test;import java.util.List;import static com.technologyconversations.java8exercises.streams.Joining.namesToString;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.assertThat;/*
Return people names separated by comma*/
public class JoiningSpec {@Testpublic void toStringShouldReturnPeopleNamesSeparatedByComma() {Person sara = new Person("Sara", 4);Person viktor = new Person("Viktor", 40);Person eva = new Person("Eva", 42);List<Person> collection = asList(sara, viktor, eva);assertThat(namesToString(collection)).isEqualTo("Names: Sara, Viktor, Eva.");}}

Java 7（namesToString7）和Java8（namesToString）实现

package com.technologyconversations.java8exercises.streams;import java.util.List;import static java.util.stream.Collectors.joining;public class Joining {public static String namesToString7(List<Person> people) {String label = "Names: ";StringBuilder sb = new StringBuilder(label);for (Person person : people) {if (sb.length() > label.length()) {sb.append(", ");}sb.append(person.getName());}sb.append(".");return sb.toString();}public static String namesToString(List<Person> people) {return people.stream() // Convert collection to Stream.map(Person::getName) // Map Person to name.collect(joining(", ", "Names: ", ".")); // Join names}}