fpGo

fpGo

Go语言函数式编程库 支持Monad和响应式特性

fpGo为Go语言提供了丰富的函数式编程特性。这个库实现了Optional/Maybe、Monad、响应式编程、模式匹配等概念,并提供了函数式工具、Java 8 Stream风格的集合操作、队列、协程和Actor模型等功能。fpGo还包含简化HTTP请求和工作池管理的工具,适合在需要函数式编程范式的Go项目中使用。

fpGo函数式编程GolangMonadOptionalGithub开源项目

fpGo

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Monad, Functional Programming features for Golang

Active Branches:

For Generics version(>=go1.18):generics

go get github.com/TeaEntityLab/fpGo/v2

For NonGenerics version(<=go1.17):non-generics

go get github.com/TeaEntityLab/fpGo

Why

I love functional programing, Rx-style coding, and Optional usages.

However it's hard to implement them in Golang, and there're few libraries to achieve parts of them.

Thus I implemented fpGo. I hope you would like it :)

Features

  • Optional/Maybe

  • Monad, Rx-like

  • Publisher

  • Pattern matching

  • Fp functions

  • Java8Stream-like Collection

  • Queue (LinkedListQueue/ChannelQueue/BufferedChannelQueue/ConcurrentQueue)

  • PythonicGenerator-like Coroutine(yield/yieldFrom)

  • Akka/Erlang-like Actor model(send/receive/spawn/states)

  • network/SimpleHTTP inspired by Retrofit

  • worker/WorkerPool inspired by JavaExecutorService & goroutine pool libs

Special thanks

Usage

Optional (IsPresent/IsNil, Or, Let)

var m MaybeDef[interface{}] var orVal int var boolVal bool // IsPresent(), IsNil() m = Maybe.Just(1) boolVal = m.IsPresent() // true boolVal = m.IsNil() // false m = Maybe.Just(nil) boolVal = m.IsPresent() // false boolVal = m.IsNil() // true // Or() m = Maybe.Just(1) fmt.Println((m.Or(3))) // 1 m = Maybe.Just(nil) fmt.Println((m.Or(3))) // 3 // Let() var letVal int letVal = 1 m = Maybe.Just(1) m.Let(func() { letVal = 2 }) fmt.Println(letVal) // letVal would be 2 letVal = 1 m = Maybe.Just(nil) m.Let(func() { letVal = 3 }) fmt.Println(letVal) // letVal would be still 1

MonadIO (RxObserver-like)

Example:

var m *MonadIODef[interface{}] var actualInt int m = MonadIO.Just(1) actualInt = 0 m.Subscribe(Subscription[interface{}]{ OnNext: func(in interface{}) { actualInt, _ = Maybe.Just(in).ToInt() }, }) fmt.Println(actualInt) // actualInt would be 1 m = MonadIO.Just(1).FlatMap(func(in interface{}) *MonadIODef[interface{}] { v, _ := Maybe.Just(in).ToInt() return MonadIO.Just(v + 1) }) actualInt = 0 m.Subscribe(Subscription[interface{}]{ OnNext: func(in interface{}) { actualInt, _ = Maybe.Just(in).ToInt() }, }) fmt.Println(actualInt) // actualInt would be 2

Stream (inspired by Collection libs)

Example(Generics):

var s *StreamDef[int] var tempString = "" s = StreamFromArray([]int{}).Append(1, 1).Extend(StreamFromArray([]int{2, 3, 4})) tempString = "" for _, v := range s.ToArray() { tempString += Maybe.Just(v).ToMaybe().ToString() } fmt.Println(tempString) // tempString would be "11234" s = s.Distinct() tempString = "" for _, v := range s.ToArray() { tempString += Maybe.Just(v).ToMaybe().ToString() } fmt.Println(tempString) // tempString would be "1234"

Example(Non-Generics/interface{}):

var s *StreamForInterfaceDef var tempString string s = StreamForInterface.FromArrayInt([]int{}).Append(1, 1).Extend(StreamForInterface.FromArrayInt([]int{2, 3, 4})).Extend(StreamForInterface.FromArray([]interface{}{nil})).Extend(nil) tempString = "" for _, v := range s.ToArray() { tempString += Maybe.Just(v).ToMaybe().ToString() } fmt.Println(tempString) // tempString would be "11234<nil>" s = s.Distinct() tempString = "" for _, v := range s.ToArray() { tempString += Maybe.Just(v).ToMaybe().ToString() } fmt.Println(tempString) // tempString would be "1234<nil>" s = s.FilterNotNil() tempString = "" for _, v := range s.ToArray() { tempString += Maybe.Just(v).ToMaybe().ToString() } fmt.Println(tempString) // tempString would be "1234"

Queue(LinkedListQueue/ChannelQueue/BufferedChannelQueue/ConcurrentQueue) (inspired by Collection libs)

LinkedListQueue(Shift/Unshift/Push/Pop), ConcurrentQueue(inspired by Java)

Example:

var queue Queue[int] var stack Stack[int] var err error var result int linkedListQueue := NewLinkedListQueue[int]() queue = linkedListQueue stack = linkedListQueue concurrentQueue := NewConcurrentQueue[int](queue) // As a Queue, Put(val) in the TAIL and Take() in the HEAD err = queue.Offer(1) err = queue.Offer(2) err = queue.Offer(3) result, err = queue.Poll() // Result should be 1 result, err = queue.Poll() // Result should be 2 result, err = queue.Poll() // Result should be 3 result, err = queue.Poll() // Err: ErrQueueIsEmpty // As a Stack, Push(val) & Pop() in the TAIL. err = stack.Push(1) err = stack.Push(2) err = stack.Push(3) result, err = stack.Pop() // Result should be 3 result, err = stack.Pop() // Result should be 2 result, err = stack.Pop() // Result should be 1 result, err = stack.Pop() // Err: ErrStackIsEmpty

BufferedChannelQueue(Offer/Take/TakeWithTimeout)

Example:

var err error var result int var timeout time.Duration bufferedChannelQueue := NewBufferedChannelQueue[int](3, 10000, 100). SetLoadFromPoolDuration(time.Millisecond / 10). SetFreeNodeHookPoolIntervalDuration(1 * time.Millisecond) err = queue.Offer(1) err = queue.Offer(2) err = queue.Offer(3) timeout = 1 * time.Millisecond result, err = bufferedChannelQueue.TakeWithTimeout(timeout) // Result should be 1 result, err = bufferedChannelQueue.TakeWithTimeout(timeout) // Result should be 2 result, err = bufferedChannelQueue.TakeWithTimeout(timeout) // Result should be 3

Actor (inspired by Akka/Erlang)

Actor common(send/receive/spawn/states)

Example:

actual := 0 // Channel for results resultChannel := make(chan interface{}, 1) // Message CMDs cmdSpawn := "spawn" cmdShutdown := "shutdown" // Testee actorRoot := Actor.New(func(self *ActorDef[interface{}], input interface{}) { // SPAWN: for ROOT if input == cmdSpawn { self.Spawn(func(self *ActorDef[interface{}], input interface{}) { // SHUTDOWN: for Children if input == cmdShutdown { self.Close() return } // INT cases: Children val, _ := Maybe.Just(input).ToInt() resultChannel <- val * 10 }) return } // SHUTDOWN: for ROOT if input == cmdShutdown { for _, child := range self.children { child.Send(cmdShutdown) } self.Close() close(resultChannel) return } // INT cases: ROOT intVal, _ := Maybe.Just(input).ToInt() if intVal > 0 { for _, child := range self.children { child.Send(intVal) } } }) // Sequential Send messages(async) go func() { actorRoot.Send(cmdSpawn) actorRoot.Send(10) actorRoot.Send(cmdSpawn) actorRoot.Send(20) actorRoot.Send(cmdSpawn) actorRoot.Send(30) }() i := 0 for val := range resultChannel { intVal, _ := Maybe.Just(val).ToInt() actual += intVal i++ if i == 5 { go actorRoot.Send(cmdShutdown) } } // Result would be 1400 (=10*10+20*10+20*10+30*10+30*10+30*10) fmt.Println(actual)

Actor Ask (inspired by Akka/Erlang)

actorRoot := Actor.New(func(self *ActorDef[interface{}], input interface{}) { // Ask cases: ROOT switch val := input.(type) { case *AskDef[interface{}, int]: intVal, _ := Maybe.Just(val.Message).ToInt() // NOTE If negative, hanging for testing Ask.timeout if intVal < 0 { break } val.Reply(intVal * 10) break } }) // var timer *time.Timer var timeout time.Duration timeout = 10 * time.Millisecond // Normal cases // Result would be 10 actual = AskNewGenerics[interface{}, int](1).AskOnce(actorRoot) // Ask with Timeout // Result would be 20 actual, _ = AskNewGenerics[interface{}, int](2).AskOnceWithTimeout(actorRoot, timeout) // Ask channel // Result would be 30 ch := AskNewGenerics[interface{}, int](3).AskChannel(actorRoot) actual = <- ch close(ch) // Timeout cases // Result would be 0 (zero value, timeout) actual, err = AskNewGenerics[interface{}, int](-1).AskOnceWithTimeout(actorRoot, timeout)

Compose

Example:

var fn01 = func(args ...int) []int { val := args[0] return SliceOf(val + 1) } var fn02 = func(args ...int) []int { val := args[0] return SliceOf(val + 2) } var fn03 = func(args ...int) []int { val := args[0] return SliceOf(val + 3) } // Result would be 6 result := Compose(fn01, fn02, fn03)((0))[0]

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