Kotlin關(guān)于協(xié)程是什么的探究
Kotlin協(xié)程是什么
本文只是自己經(jīng)過(guò)研究后,對(duì) Kotlin 協(xié)程的理解概括,如有偏差,還請(qǐng)斧正。
簡(jiǎn)要概括:
協(xié)程是 Kotlin 提供的一套線程 API 框架,可以很方便的做線程切換。 而且在不用關(guān)心線程調(diào)度的情況下,能輕松的做并發(fā)編程。也可以說(shuō)協(xié)程就是一種并發(fā)設(shè)計(jì)模式。
下面是使用傳統(tǒng)線程和協(xié)程執(zhí)行任務(wù):
Thread{ //執(zhí)行耗時(shí)任務(wù) }.start() val executors = Executors.newCachedThreadPool() executors.execute { //執(zhí)行耗時(shí)任務(wù) } GlobalScope.launch(Dispatchers.IO) { //執(zhí)行耗時(shí)任務(wù) }
在實(shí)際應(yīng)用開(kāi)發(fā)中,通常是在主線中去啟動(dòng)子線程執(zhí)行耗時(shí)任務(wù),等耗時(shí)任務(wù)執(zhí)行完成,再將結(jié)果給主線程,然后刷新UI:
Thread{ //執(zhí)行耗時(shí)任務(wù) runOnMainThread { //獲取耗時(shí)任務(wù)結(jié)果,刷新UI } }.start() val executors = Executors.newCachedThreadPool() executors.execute { //執(zhí)行耗時(shí)任務(wù) runOnMainThread { //獲取耗時(shí)任務(wù)結(jié)果,刷新UI } } Observable.unsafeCreate<Unit> { //執(zhí)行耗時(shí)任務(wù) }.subscribeOn(Schedulers.io()).observeOn(AndroidSchedulers.mainThread()).subscribe { //獲取耗時(shí)任務(wù)結(jié)果,刷新UI } GlobalScope.launch(Dispatchers.Main) { val result = withContext(Dispatchers.IO){ //執(zhí)行耗時(shí)任務(wù) } //直接拿到耗時(shí)任務(wù)結(jié)果,刷新UI refreshUI(result) }
從上面可以看到,使用Java 的 Thread
和 Executors
都需要手動(dòng)去處理線程切換,這樣的代碼不僅不優(yōu)雅,而且有一個(gè)重要問(wèn)題,那就是要去處理與生命周期相關(guān)的上下文判斷,這導(dǎo)致邏輯變復(fù)雜,而且容易出錯(cuò)。
RxJava 是一套優(yōu)雅的異步處理框架,代碼邏輯簡(jiǎn)化,可讀性和可維護(hù)性都很高,很好的幫我們處理線程切換操作。這在 Java 語(yǔ)言環(huán)境開(kāi)發(fā)下,是如虎添翼,但是在 Kotlin 語(yǔ)言環(huán)境中開(kāi)發(fā),如今的協(xié)程就比 RxJava 更方便,或者說(shuō)更有優(yōu)勢(shì)。
下面看一個(gè) Kotlin 中使用協(xié)程的例子:
GlobalScope.launch(Dispatchers.Main) { Log.d("TestCoroutine", "launch start: ${Thread.currentThread()}") val numbersTo50Sum = withContext(Dispatchers.IO) { //在子線程中執(zhí)行 1-50 的自然數(shù)和 Log.d("TestCoroutine", "launch:numbersTo50Sum: ${Thread.currentThread()}") delay(1000) val naturalNumbers = generateSequence(0) { it + 1 } val numbersTo50 = naturalNumbers.takeWhile { it <= 50 } numbersTo50.sum() } val numbers50To100Sum = withContext(Dispatchers.IO) { //在子線程中執(zhí)行 51-100 的自然數(shù)和 Log.d("TestCoroutine", "launch:numbers50To100Sum: ${Thread.currentThread()}") delay(1000) val naturalNumbers = generateSequence(51) { it + 1 } val numbers50To100 = naturalNumbers.takeWhile { it in 51..100 } numbers50To100.sum() } val result = numbersTo50Sum + numbers50To100Sum Log.d("TestCoroutine", "launch end:result=$result ${Thread.currentThread()}") } Log.d("TestCoroutine", "Hello World!,${Thread.currentThread()}")
控制臺(tái)輸出結(jié)果:
2023-01-02 16:05:45.846 10153-10153/com.wangjiang.example D/TestCoroutine: Hello World!,Thread[main,5,main]
2023-01-02 16:05:48.058 10153-10153/com.wangjiang.example D/TestCoroutine: launch start: Thread[main,5,main]
2023-01-02 16:05:48.059 10153-10322/com.wangjiang.example D/TestCoroutine: launch:numbersTo50Sum: Thread[DefaultDispatcher-worker-1,5,main]
2023-01-02 16:05:49.114 10153-10322/com.wangjiang.example D/TestCoroutine: launch:numbers50To100Sum: Thread[DefaultDispatcher-worker-1,5,main]
2023-01-02 16:05:50.376 10153-10153/com.wangjiang.example D/TestCoroutine: launch end:result=5050 Thread[main,5,main]
在上面的代碼中:
launch
是一個(gè)函數(shù),用于創(chuàng)建協(xié)程并將其函數(shù)主體的執(zhí)行分派給相應(yīng)的調(diào)度程序。Dispatchers.MAIN
指示此協(xié)程應(yīng)在為 UI 操作預(yù)留的主線程上執(zhí)行。Dispatchers.IO
指示此協(xié)程應(yīng)在為 I/O 操作預(yù)留的線程上執(zhí)行。withContext(Dispatchers.IO)
將協(xié)程的執(zhí)行操作移至一個(gè) I/O 線程。
從控制臺(tái)輸出結(jié)果中,可以看出在計(jì)算 1-50 和 51-100 的自然數(shù)和的時(shí)候,線程是從主線程(Thread[main,5,main]
)切換到了協(xié)程的線程(DefaultDispatcher-worker-1,5,main
),這里計(jì)算 1-50 和 51-100 都是同一個(gè)子線程。
在這里有一個(gè)重要的現(xiàn)象,代碼從邏輯上看起來(lái)是同步的,并且啟動(dòng)協(xié)程執(zhí)行任務(wù)的時(shí)候,沒(méi)有阻塞主線程繼續(xù)執(zhí)行相關(guān)操作,而且在協(xié)程中的異步任務(wù)執(zhí)行完成之后,又自動(dòng)切回了主線程。這就是 Kotlin 協(xié)程給開(kāi)發(fā)做并發(fā)編程帶來(lái)的好處。這也是有個(gè)概念的來(lái)源: Kotlin 協(xié)程同步非阻塞。
同步非阻塞”是真的“同步非阻塞” 嗎?下面探究一下其中的貓膩,通過(guò) Android Studio ,查看 .class 文件中的上面一段代碼:
BuildersKt.launch$default((CoroutineScope)GlobalScope.INSTANCE, (CoroutineContext)Dispatchers.getMain(), (CoroutineStart)null, (Function2)(new Function2((Continuation)null) { int I$0; int label; @Nullable public final Object invokeSuspend(@NotNull Object $result) { Object var10000; int numbersTo50Sum; label17: { Object var5 = IntrinsicsKt.getCOROUTINE_SUSPENDED(); Function2 var10001; CoroutineContext var6; switch(this.label) { case 0: ResultKt.throwOnFailure($result); Log.d("TestCoroutine", "launch start: " + Thread.currentThread()); var6 = (CoroutineContext)Dispatchers.getIO(); var10001 = (Function2)(new Function2((Continuation)null) { int label; @Nullable public final Object invokeSuspend(@NotNull Object $result) { Object var4 = IntrinsicsKt.getCOROUTINE_SUSPENDED(); switch(this.label) { case 0: ResultKt.throwOnFailure($result); Log.d("TestCoroutine", "launch:numbersTo50Sum: " + Thread.currentThread()); this.label = 1; if (DelayKt.delay(1000L, this) == var4) { return var4; } break; case 1: ResultKt.throwOnFailure($result); break; default: throw new IllegalStateException("call to 'resume' before 'invoke' with coroutine"); } Sequence naturalNumbers = SequencesKt.generateSequence(Boxing.boxInt(0), (Function1)null.INSTANCE); Sequence numbersTo50 = SequencesKt.takeWhile(naturalNumbers, (Function1)null.INSTANCE); return Boxing.boxInt(SequencesKt.sumOfInt(numbersTo50)); } @NotNull public final Continuation create(@Nullable Object value, @NotNull Continuation completion) { Intrinsics.checkNotNullParameter(completion, "completion"); Function2 var3 = new <anonymous constructor>(completion); return var3; } public final Object invoke(Object var1, Object var2) { return ((<undefinedtype>)this.create(var1, (Continuation)var2)).invokeSuspend(Unit.INSTANCE); } }); this.label = 1; var10000 = BuildersKt.withContext(var6, var10001, this); if (var10000 == var5) { return var5; } break; case 1: ResultKt.throwOnFailure($result); var10000 = $result; break; case 2: numbersTo50Sum = this.I$0; ResultKt.throwOnFailure($result); var10000 = $result; break label17; default: throw new IllegalStateException("call to 'resume' before 'invoke' with coroutine"); } numbersTo50Sum = ((Number)var10000).intValue(); var6 = (CoroutineContext)Dispatchers.getIO(); var10001 = (Function2)(new Function2((Continuation)null) { int label; @Nullable public final Object invokeSuspend(@NotNull Object $result) { Object var4 = IntrinsicsKt.getCOROUTINE_SUSPENDED(); switch(this.label) { case 0: ResultKt.throwOnFailure($result); Log.d("TestCoroutine", "launch:numbers50To100Sum: " + Thread.currentThread()); this.label = 1; if (DelayKt.delay(1000L, this) == var4) { return var4; } break; case 1: ResultKt.throwOnFailure($result); break; default: throw new IllegalStateException("call to 'resume' before 'invoke' with coroutine"); } Sequence naturalNumbers = SequencesKt.generateSequence(Boxing.boxInt(51), (Function1)null.INSTANCE); Sequence numbers50To100 = SequencesKt.takeWhile(naturalNumbers, (Function1)null.INSTANCE); return Boxing.boxInt(SequencesKt.sumOfInt(numbers50To100)); } @NotNull public final Continuation create(@Nullable Object value, @NotNull Continuation completion) { Intrinsics.checkNotNullParameter(completion, "completion"); Function2 var3 = new <anonymous constructor>(completion); return var3; } public final Object invoke(Object var1, Object var2) { return ((<undefinedtype>)this.create(var1, (Continuation)var2)).invokeSuspend(Unit.INSTANCE); } }); this.I$0 = numbersTo50Sum; this.label = 2; var10000 = BuildersKt.withContext(var6, var10001, this); if (var10000 == var5) { return var5; } } int numbers50To100Sum = ((Number)var10000).intValue(); int result = numbersTo50Sum + numbers50To100Sum; Log.d("TestCoroutine", "launch end:result=" + result + ' ' + Thread.currentThread()); return Unit.INSTANCE; } @NotNull public final Continuation create(@Nullable Object value, @NotNull Continuation completion) { Intrinsics.checkNotNullParameter(completion, "completion"); Function2 var3 = new <anonymous constructor>(completion); return var3; } public final Object invoke(Object var1, Object var2) { return ((<undefinedtype>)this.create(var1, (Continuation)var2)).invokeSuspend(Unit.INSTANCE); } }), 2, (Object)null); Log.d("TestCoroutine", "Hello World!," + Thread.currentThread());
雖然上面 .class 文件中的代碼比較復(fù)雜,但是從大體邏輯可以看出,Kotlin 協(xié)程也是通過(guò)回調(diào)接口來(lái)實(shí)現(xiàn)異步操作的,這也解釋了 Kotlin 協(xié)程只是讓代碼邏輯是同步非阻塞,但是實(shí)際上并沒(méi)有,只是 Kotlin 編譯器為代碼做了很多事情,這也是說(shuō) Kotlin 協(xié)程其實(shí)就是一套線程 API 框架的原因。
再看一個(gè)上面例子的變種:
GlobalScope.launch(Dispatchers.Main) { Log.d("TestCoroutine", "launch start: ${Thread.currentThread()}") val numbersTo50Sum = async { withContext(Dispatchers.IO) { Log.d("TestCoroutine", "launch:numbersTo50Sum: ${Thread.currentThread()}") delay(2000) val naturalNumbers = generateSequence(0) { it + 1 } val numbersTo50 = naturalNumbers.takeWhile { it <= 50 } numbersTo50.sum() } } val numbers50To100Sum = async { withContext(Dispatchers.IO) { Log.d("TestCoroutine", "launch:numbers50To100Sum: ${Thread.currentThread()}") delay(500) val naturalNumbers = generateSequence(51) { it + 1 } val numbers50To100 = naturalNumbers.takeWhile { it in 51..100 } numbers50To100.sum() } } // 計(jì)算 1-50 和 51-100 的自然數(shù)和是兩個(gè)并發(fā)操作 val result = numbersTo50Sum.await() + numbers50To100Sum.await() Log.d("TestCoroutine", "launch end:result=$result ${Thread.currentThread()}") } Log.d("TestCoroutine", "Hello World!,${Thread.currentThread()}")
控制臺(tái)輸出結(jié)果:
2023-01-02 16:32:12.637 13303-13303/com.wangjiang.example D/TestCoroutine: Hello World!,Thread[main,5,main]
2023-01-02 16:32:13.120 13303-13303/com.wangjiang.example D/TestCoroutine: launch start: Thread[main,5,main]
2023-01-02 16:32:14.852 13303-13444/com.wangjiang.example D/TestCoroutine: launch:numbersTo50Sum: Thread[DefaultDispatcher-worker-2,5,main]
2023-01-02 16:32:14.853 13303-13443/com.wangjiang.example D/TestCoroutine: launch:numbers50To100Sum: Thread[DefaultDispatcher-worker-1,5,main]
2023-01-02 16:32:17.462 13303-13303/com.wangjiang.example D/TestCoroutine: launch end:result=5050 Thread[main,5,main]
async
創(chuàng)建了一個(gè)協(xié)程,它讓計(jì)算 1-50 和 51-100 的自然數(shù)和是兩個(gè)并發(fā)操作。上面控制臺(tái)輸出結(jié)果可以看到計(jì)算 1-50 的自然數(shù)和是在線程 Thread[DefaultDispatcher-worker-2,5,main]
中,而計(jì)算 51-100 的自然數(shù)和是在另一個(gè)線程Thread[DefaultDispatcher-worker-1,5,main]
中。
從上面的例子,協(xié)程在異步操作,也就是線程切換上:主線程啟動(dòng)子線程執(zhí)行耗時(shí)操作,耗時(shí)操作執(zhí)行完成將結(jié)果更新到主線程的過(guò)程中,代碼邏輯簡(jiǎn)化,可讀性高。
suspend是什么
suspend 直譯就是:掛起
suspend 是 Kotlin 語(yǔ)言中一個(gè) 關(guān)鍵字,用于修飾方法,當(dāng)修飾方法時(shí),表示這個(gè)方法只能被 suspend 修飾的方法調(diào)用或者在協(xié)程中被調(diào)用。
下面看一下將上面代碼案例拆分成幾個(gè) suspend 方法:
fun getNumbersTo100Sum() { GlobalScope.launch(Dispatchers.Main) { Log.d("TestCoroutine", "launch start: ${Thread.currentThread()}") val result = calcNumbers1To100Sum() Log.d("TestCoroutine", "launch end:result=$result ${Thread.currentThread()}") } Log.d("TestCoroutine", "Hello World!,${Thread.currentThread()}") } private suspend fun calcNumbers1To100Sum(): Int { return calcNumbersTo50Sum() + calcNumbers50To100Sum() } private suspend fun calcNumbersTo50Sum(): Int { return withContext(Dispatchers.IO) { Log.d("TestCoroutine", "launch:numbersTo50Sum: ${Thread.currentThread()}") delay(1000) val naturalNumbers = generateSequence(0) { it + 1 } val numbersTo50 = naturalNumbers.takeWhile { it <= 50 } numbersTo50.sum() } } private suspend fun calcNumbers50To100Sum(): Int { return withContext(Dispatchers.IO) { Log.d("TestCoroutine", "launch:numbers50To100Sum: ${Thread.currentThread()}") delay(1000) val naturalNumbers = generateSequence(51) { it + 1 } val numbers50To100 = naturalNumbers.takeWhile { it in 51..100 } numbers50To100.sum() } }
控制臺(tái)輸出結(jié)果:
2023-01-03 14:47:57.047 11349-11349/com.wangjiang.example D/TestCoroutine: Hello World!,Thread[main,5,main]
2023-01-03 14:47:59.311 11349-11349/com.wangjiang.example D/TestCoroutine: launch start: Thread[main,5,main]
2023-01-03 14:47:59.312 11349-11537/com.wangjiang.example D/TestCoroutine: launch:numbersTo50Sum: Thread[DefaultDispatcher-worker-3,5,main]
2023-01-03 14:48:00.336 11349-11535/com.wangjiang.example D/TestCoroutine: launch:numbers50To100Sum: Thread[DefaultDispatcher-worker-1,5,main]
2023-01-03 14:48:01.339 11349-11349/com.wangjiang.example D/TestCoroutine: launch end:result=5050 Thread[main,5,main]
suspend 關(guān)鍵字標(biāo)記方法時(shí),其實(shí)是告訴 Kotlin 從協(xié)程內(nèi)調(diào)用方法。所以這個(gè)“掛起”,并不是說(shuō)方法或函數(shù)被掛起,也不是說(shuō)線程被掛起。
假設(shè)一個(gè)非 suspend 修飾的方法調(diào)用 suspend 修飾的方法會(huì)怎么樣呢?
private fun calcNumbersTo100Sum(): Int { return calcNumbersTo50Sum() + calcNumbers50To100Sum() }
此時(shí),編譯器會(huì)提示:
Suspend function 'calcNumbersTo50Sum' should be called only from a coroutine or another suspend function
Suspend function 'calcNumbers50To100' should be called only from a coroutine or another suspend function
下面查看 .class 文件中的上面方法 calcNumbers50To100Sum 代碼:
private final Object calcNumbers50To100Sum(Continuation $completion) { return BuildersKt.withContext((CoroutineContext)Dispatchers.getIO(), (Function2)(new Function2((Continuation)null) { int label; @Nullable public final Object invokeSuspend(@NotNull Object $result) { Object var4 = IntrinsicsKt.getCOROUTINE_SUSPENDED(); switch(this.label) { case 0: ResultKt.throwOnFailure($result); Log.d("TestCoroutine", "launch:numbers50To100Sum: " + Thread.currentThread()); this.label = 1; if (DelayKt.delay(1000L, this) == var4) { return var4; } break; case 1: ResultKt.throwOnFailure($result); break; default: throw new IllegalStateException("call to 'resume' before 'invoke' with coroutine"); } Sequence naturalNumbers = SequencesKt.generateSequence(Boxing.boxInt(51), (Function1)null.INSTANCE); Sequence numbers50To100 = SequencesKt.takeWhile(naturalNumbers, (Function1)null.INSTANCE); return Boxing.boxInt(SequencesKt.sumOfInt(numbers50To100)); } @NotNull public final Continuation create(@Nullable Object value, @NotNull Continuation completion) { Intrinsics.checkNotNullParameter(completion, "completion"); Function2 var3 = new <anonymous constructor>(completion); return var3; } public final Object invoke(Object var1, Object var2) { return ((<undefinedtype>)this.create(var1, (Continuation)var2)).invokeSuspend(Unit.INSTANCE); } }), $completion); }
可以看到 private suspend fun calcNumbers50To100Sum()
經(jīng)過(guò) Kotlin 編譯器編譯后變成了private final Object calcNumbers50To100Sum(Continuation $completion)
, suspend
消失了,方法多了一個(gè)參數(shù) Continuation $completion
,所以 suspend
修飾 Kotlin 的方法或函數(shù),編譯器會(huì)對(duì)此方法做特殊處理。
另外,suspend
修飾的方法,也預(yù)示著這個(gè)方法是 耗時(shí)方法,告訴方法調(diào)用者要使用協(xié)程。當(dāng)執(zhí)行 suspend
方法,也預(yù)示著要切換線程,此時(shí)主線程依然可以繼續(xù)執(zhí)行,而協(xié)程里面的代碼可能被掛起了。
下面再稍為修改 calcNumbers50To100Sum
方法:
private suspend fun calcNumbers50To100Sum(): Int { Log.d("TestCoroutine", "launch:numbers50To100Sum:start: ${Thread.currentThread()}") val sum= withContext(Dispatchers.Main) { Log.d("TestCoroutine", "launch:numbers50To100Sum: ${Thread.currentThread()}") delay(1000) val naturalNumbers = generateSequence(51) { it + 1 } val numbers50To100 = naturalNumbers.takeWhile { it in 51..100 } numbers50To100.sum() } Log.d("TestCoroutine", "launch:numbers50To100Sum:end: ${Thread.currentThread()}") return sum }
控制臺(tái)輸出結(jié)果:
2023-01-03 15:28:04.349 15131-15131/com.bilibili.studio D/TestCoroutine: Hello World!,Thread[main,5,main]
2023-01-03 15:28:04.803 15131-15131/com.bilibili.studio D/TestCoroutine: launch start: Thread[main,5,main]
2023-01-03 15:28:04.804 15131-15266/com.bilibili.studio D/TestCoroutine: launch:numbersTo50Sum: Thread[DefaultDispatcher-worker-3,5,main]
2023-01-03 15:28:06.695 15131-15131/com.bilibili.studio D/TestCoroutine: launch:numbers50To100Sum:start: Thread[main,5,main]
2023-01-03 15:28:06.696 15131-15131/com.bilibili.studio D/TestCoroutine: launch:numbers50To100Sum: Thread[main,5,main]
2023-01-03 15:28:07.700 15131-15131/com.bilibili.studio D/TestCoroutine: launch:numbers50To100Sum:end: Thread[main,5,main]
2023-01-03 15:28:07.700 15131-15131/com.bilibili.studio D/TestCoroutine: launch end:result=5050 Thread[main,5,main]
主線程不受協(xié)程線程的影響。
總結(jié)
Kotlin 協(xié)程是一套線程 API 框架,在 Kotlin 語(yǔ)言環(huán)境下使用它做并發(fā)編程比傳統(tǒng) Thread, Executors 和 RxJava 更有優(yōu)勢(shì),代碼邏輯上“同步非阻塞“,而且簡(jiǎn)潔,易閱讀和維護(hù)。
suspend
是 Kotlin 語(yǔ)言中一個(gè)關(guān)鍵字,用于修飾方法,當(dāng)修飾方法時(shí),該方法只能被 suspend
修飾的方法和協(xié)程調(diào)用。此時(shí),也預(yù)示著該方法是一個(gè)耗時(shí)方法,告訴調(diào)用者需要在協(xié)程中使用。
參考文檔:
下一篇,將研究 Kotlin Flow。
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這篇文章主要為大家詳細(xì)介紹了Android客戶端實(shí)現(xiàn)注冊(cè)、登錄代碼,文中示例代碼介紹的非常詳細(xì),具有一定的參考價(jià)值,感興趣的小伙伴們可以參考一下2016-09-09Android實(shí)現(xiàn)底部滾輪式選擇彈跳框
這篇文章主要為大家詳細(xì)介紹了Android實(shí)現(xiàn)底部滾輪式選擇彈跳框,文中示例代碼介紹的非常詳細(xì),具有一定的參考價(jià)值,感興趣的小伙伴們可以參考一下2022-08-08Android實(shí)現(xiàn)調(diào)用攝像頭拍照并存儲(chǔ)照片
本文主要介紹了如何利用Android調(diào)用攝像頭拍照,并顯示拍照后的圖片到ImageView中,文中的示例代碼講解詳細(xì),感興趣的可以動(dòng)手試一試2022-01-01Android Service的啟動(dòng)過(guò)程分析
這篇文章主要介紹了Android Service的啟動(dòng)過(guò)程分析的相關(guān)資料,需要的朋友可以參考下2017-04-04Android使用glide加載gif動(dòng)畫(huà)設(shè)置播放次數(shù)
這篇文章主要為大家詳細(xì)介紹了Android使用glide加載gif動(dòng)畫(huà)設(shè)置播放次數(shù),文中示例代碼介紹的非常詳細(xì),具有一定的參考價(jià)值,感興趣的小伙伴們可以參考一下2016-11-11Android實(shí)現(xiàn)TextView中文字鏈接的4種方式介紹及代碼
Android實(shí)現(xiàn)TextView中文字鏈接的方式有很多種;總結(jié)起來(lái)大概有4種:用Spannable或?qū)崿F(xiàn)它的類(lèi),如SpannableString來(lái)格式,部分字符串等等,感興趣的你可以參考下2013-02-02在Linux下通過(guò)命令行打包Android應(yīng)用的方法
這篇文章主要介紹了在Linux下通過(guò)命令行打包Android應(yīng)用的方法,小編覺(jué)得挺不錯(cuò)的,現(xiàn)在分享給大家,也給大家做個(gè)參考。一起跟隨小編過(guò)來(lái)看看吧2018-07-07