忙しい人のための Functional Programming in Java / Functional Programming in Java for business person

社内勉強会でサンプルコードをベースに「Javaによる関数型プログラミング」の簡単なふりかえりをしました.
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1. @youhei Software Engineer Fri Nov 14 © 2014 Youhei Nitta, All rights reserved. Redistribution or public display not permitted without written permission from Youhei Nitta. ๩͍͠ਓͷͨΊͷ Functional Programming in Java
2. Java ʹΑΔؔ਺ܕϓϩάϥϛϯά Java 8 ϥϜμࣜͱ Stream ಡΈ·ͨ͠ɻ ྑॻͩͬͨͷͰɺख୹ʹৼΓ ฦͬͯΈ·͢ɻ
3. ैདྷͷํ๏ public static void main(final String[] args) {! BigDecimal totalOfDiscountedPrices = BigDecimal.ZERO;! ! for(BigDecimal price : prices) {! if(price.compareTo(BigDecimal.valueOf(20)) > 0) ! totalOfDiscountedPrices = ! totalOfDiscountedPrices.add(price.multiply(BigDecimal.valueOf(0.9)));! }! System.out.println("Total of discounted prices: " + totalOfDiscountedPrices);! } ໋ྩܕελΠϧ ͲͷΑ͏ʹ࣮ߦͯ͠ཉ͍͔͠Λهड़ mutable ͳม਺Λѻ͍ͬͯΔ
4. Java 8 public static void main(final String[] args) {! final BigDecimal totalOfDiscountedPrices = ! prices.stream()! .filter(price -> price.compareTo(BigDecimal.valueOf(20)) > 0)! .map(price -> price.multiply(BigDecimal.valueOf(0.9)))! .reduce(BigDecimal.ZERO, BigDecimal::add);! ! System.out.println("Total of discounted prices: " + totalOfDiscountedPrices);! } ؔ਺ܕελΠϧ ྲྀΕΔΑ͏ʹॲཧΛॻ͘ (Stream API) ԿΛ࣮ߦ͢΂͖͔Λهड़ ࠶୅ೖΛճආ͍ͯ͠Δ
5. ͳͥؔ਺ܕΛ࢖͏ͷ͔ • એݴతͰಡΈ΍͍͢ • ෆมੑʹΑΓόάΛࠞೖ͠ʹ͍͘ • ฒྻԽ͕༰қ • ஗ԆධՁʹΑΓޮ཰త
6. Java 8 ϥϜμࣜ
7. Java 8 ͷϥϜμࣜͷϙΠϯτ ୯ҰϝιουΠϯλϑΣʔε (Comparable, Runnable ͳͲ) ͷಗ໊ΫϥεͷΠϯελϯεΛ౉͢ɺͱ͍͏ݩʑ ͋ͬͨίϯηϓτΛ֦ுͨ͠ɻ ܰྔͳه๏ͱͯ͠ϥϜμࣜΛಋೖ͠ɺ͔͋ͨ΋ؔ਺Λ౉ ͍ͯ͠ΔΑ͏ʹݟͤͯɺ࣮͸୯Ұϝιουಗ໊Ϋϥεͷ ΠϯελϯεΛ౉͍ͯ͠Δɻ طଘͷ JDK ϥΠϒϥϦʹ΋ޓ׵ੑΛ΋ͭͷ͕ར఺ɻ
8. ಗ໊ΫϥεͷΠϯελϯε friends.forEach(new Consumer<String>() {! public void accept(final String name) {! System.out.println(name);! }! }); Java 7 Ҏલͷจ๏ʹԊͬͨه๏ɻ Iterable ͷ forEach ϝιουʹ Consumer ಗ໊Ϋϥεͷ ΠϯελϯεΛ౉͍ͯ͠Δɻ
9. ϥϜμࣜ ! //ॲཧ͕1ߦͩͱίʔυϒϩοΫͷ೾ׅހ͸লུՄɻҾ਺ʹ final Λ໌ࣔͰ͖Δɻ! friends.forEach((final String name) -> System.out.println(name));! //ܕਪ࿦ͰҾ਺ͷܕએݴΛলུՄɻ! friends.forEach((name) -> System.out.println(name));! //Ҿ਺͕1ݸͩͱׅހΛলུՄɻ! friends.forEach(name -> System.out.println(name)); ϥϜμࣜ͸౶ҥߏจɻ ίϯύΠϥ͕߹੒ϝιουΛੜ੒͍ͯ͠Δɻ ※ ࣮૷ґଘ͕ͩಗ໊ΫϥεͷΠϯελϯεੜ੒ͷ౶ҥߏจͰ͸ͳ͘ɺinvokedynamic Ͱ࣮ߦ࣌ʹಗ໊ΫϥεΛੜ੒͢Δॲཧʹஔ͖׵ΘΔɻΫϥεϑΝΠϧΛ࡞Βͤͳ͍ͨΊɻ
10. ϝιουࢀর //Ҿ਺΋লུ! friends.forEach(System.out::println); ϝιουͷ໊લΛ௚઀౉͢ͷͰՄಡੑ͕ߴ͍ɻ ϝιουࢀর΋Ҿ਺Λิ׬͠ίϯύΠϥ͕߹੒ϝιουʹ ม׵͍ͯ͠Δɻ
11. ࣮ࡍʹ࢖ͬͯΈͯ ଞͷݴޠͷϥϜμࣜͱ͸࢖༻ײ͕ҧͬͨɻ API Λఏڙ͢Δଆ͔ΒΈͯҧ͍͕ͳ͍ɻ ! API ར༻ଆͷࢹ఺: ؔ਺ʢϥϜμࣜɾϝιουࢀরʣΛҾ਺ʹ౉͍ͯ͠Δ ! API ఏڙଆͷࢹ఺: Ҿ਺ʹ͜Ε·Ͱ௨ΓͷΠϯελϯεΛड͚औ͍ͬͯΔ
12. Strategy Pattern
13. Predicate<T> ͰϩδοΫΛ෼͚Δ ! public static int totalAssetValues(final List<Asset> assets,! final Predicate<Asset> assetSelector) {! return assets.stream()! .filter(assetSelector)! .mapToInt(Asset::getValue)! .sum();! }! ! //! totalAssetValues(assets, asset -> true);! totalAssetValues(assets, asset -> asset.getType() == AssetType.BOND));! totalAssetValues(assets, asset -> asset.getType() == AssetType.STOCK));! Strategy Pattern ͰϩδοΫΛൈ͖ग़͍ͯ͠Δɻ ࠓ·Ͱ͸৽͍͠ΫϥεΛ༻ҙ͍͕ͯͨ͠ɺϥϜμࣜͰදݱͰ͖ΔΑ͏ʹͳͬͨɻ ؔ਺ܕʹ׳Ε͍ͯΔͱී௨ͷύλʔϯ͚ͩͲɺJava Ͱ΋ॻ͚ΔΑ͏ʹͳͬͨɻ
14. Decorator Pattern
15. Stream API Ͱ࣍ʑʹద༻͢Δ public class Camera { ! private Function<Color, Color> filter;! ! public void setFilters(final Function<Color, Color>... filters) {! filter = ! Stream.of(filters)! .reduce((filter, next) -> filter.compose(next))! .orElse(color -> color);! //.orElseGet(Function::identity); Ͱ΋ಉ͡! }! }! ! camera.setFilters(Color::brighter);! camera.setFilters(Color::darker);! camera.setFilters(Color::brighter, Color::darker); Decorator ύλʔϯɻΫϥεΛೖΕࢠʹͤͣ Stream API Ͱద༻ͨ݁͠ՌΛฦ͢ɻ ΫϥεΛఆٛͯ͠ೖΕࢠʹ͢Δख͕ؒল͚Δɻ ୅දྫ. new BufferedReader(new InputStreamReader(is, "UTF-8"));
16. Execute Around Method Pattern
17. try-finally ͷϦιʔεղ์ public static void main(final String[] args) throws IOException {! final FileWriterExample writerExample = ! new FileWriterExample("peekaboo.txt");! try {! writerExample.writeStuff("peek-a-boo"); ! } finally {! writerExample.close(); ! }! } యܕతͳύλʔϯ͕ͩɺίʔυ͕൥ࡶʹͳΔɻ ྫ֎ॲཧΛͪΌΜͱ΍Δͱߋʹɻɻ
18. try-with-resources ͷϦιʔε؅ཧ public static void main(final String[] args) throws IOException {! try(final FileWriterARM writerARM = new FileWriterARM("peekaboo.txt")) {! writerARM.writeStuff("peek-a-boo");! ! ! System.out.println("done with the resource...");! }! } Java 7 ͔Βಋೖ͞Εͨɻ AutoCloseable ࣮૷ΫϥεͰ͋Δඞཁ͕͋Δɻ ։ൃऀ͕ AutoCloseable ͷ࣮૷Λ࣮֬ʹߦ͍ɺtry-with-resources Λ๨Εͣʹ࢖Θ ͳ͍ͱ͍͚ͳ͍ɻ
19. Execute Around Method Pattern public static void use(final String fileName, ! // UseInstance ͸ accept(T instance) throws X; Λ΋ͭ FunctionalInterface! final UseInstance<FileWriterEAM, IOException> block) throws IOException {! ! final FileWriterEAM writerEAM = new FileWriterEAM(fileName); ! try {! block.accept(writerEAM);! } finally {! writerEAM.close();! }! }! ! public static void main(final String[] args) throws IOException {! ! FileWriterEAM.use("eam2.txt", writerEAM -> {! writerEAM.writeStuff("how");! writerEAM.writeStuff("sweet"); ! });! }! } ϥϜμࣜΛ࢖͏ɻ API Λ࢖༻͢ΔਓʹϦιʔε؅ཧΛҙࣝͤ͞ͳ͍ɻ JDBC ͷτϥϯβΫγϣϯ؅ཧɺLock ͷ؅ཧʹ΋Ԡ༻Ͱ͖Δɻ
20. Virtual Proxy Pattern
21. ॳظԽͷ஗Ԇ public class HolderNaive {! private Heavy heavy;! ! public Heavy getHeavy() {! if(heavy == null) {! heavy = new Heavy();! }! ! return heavy;! }! }! ͓ͳ͡Έͷॲཧ͚ͩͲɺ৭ʑରॲ͢΂͖໰୊͕͋Δɻ
22. εϨουηʔϑ public class HolderThreadSafe {! private Heavy heavy;! ! public synchronized Heavy getHeavy() {! if(heavy == null) {! heavy = new Heavy();! }! ! return heavy;! }! ! } ڝ߹ঢ়ଶΛഉআͨ͠ɻ εϨουͷ༗ແʹؔΘΒͣϝϞϦόϦΞΛ௒͑ͳ͚Ε͹͍͚ͳ͍ɻ ڝ߹͕໰୊ʹͳΔͷ͸࠷ॳ͚ͩɻ
23. Virtual Proxy Pattern ! public class Holder {! private Supplier<Heavy> heavy = () -> createAndCacheHeavy();! ! public Heavy getHeavy() {! return heavy.get();! }! ! ϥϜμࣜͷϑΝΫτϦʔΫϥεΛఆٛͯ͠ɺ࠷ॳ͚ͩڝ߹ঢ়ଶʹରॲ͍ͯ͠Δɻ ೋճ໨Ҏ߱͸ϑΝΫτϦʔΫϥεΛࠩ͠ସ͑ͯ synchronized ͸௨Βͣ୯७ʹΠϯελ ϯεΛฦ͢ɻैདྷ͋ͬͨ null νΣοΫ΋ͳ͘ͳͬͨɻ private synchronized Heavy createAndCacheHeavy() {! class HeavyFactory implements Supplier<Heavy> {! private final Heavy heavyInstance = new Heavy();! ! public Heavy get() { return heavyInstance; }! }! ! if(!HeavyFactory.class.isInstance(heavy)) {! heavy = new HeavyFactory();! }! ! return heavy.get();! }! ! }
24. Conclusion
25. Java ʹΑΔؔ਺ܕϓϩάϥϛϯά Java 8 ϥϜμࣜͱ Stream ଞʹ΋ϥϜμࣜͷ࢖͑ΔςΫχοΫ͕ͨ͘͞ Μࡌ͍ͬͯ·͢ʢແݶϦετɺ࠶ؼݺͼग़͠ ࠷దԽͳͲʣɻ ࠓճ͸ Stream API ʹ͍ͭͯେ෯ʹলུͯ͠ ͍·͕͢ɺͦͪΒ΋͔ͬ͠Γ͓͍͑ͯ͞·͢ɻ ! ʮ࣌୅͸ Java!ʯͳͷͰങ͍!!