更新:
再次感谢你的例子,它们对我很有帮助,我并不是说
夺走他们的一切。
Aren't the currently given examples, as far as I understand them & state-machines, only half of what we usually understand by a state-machine?
In the sense that the examples do change state but that's only represented by changing the value of a variable (and allowing different value- changes in different states), while usually, a state machine should also change its behavior, and behavior not (only) in the sense of allowing different value changes for a variable depending on the state, but in the sense of allowing different methods to be executed for different states.
还是我对状态机及其常用用法有误解?
最初的问题:
我发现了关于c#中的状态机和迭代器块的讨论,以及用于创建状态机和c#的工具,所以我发现了很多抽象的东西,但作为一个新手,所有这些都有点令人困惑。
因此,如果有人能提供一个c#源代码-示例,实现一个简单的状态机,可能只有3,4个状态,那就太好了,只是为了了解它的要点。
让我们从这个简单的状态图开始:
我们有:
4种状态(非活动、活动、暂停和退出)
5种状态转换(开始命令,结束命令,暂停命令,恢复命令,退出命令)。
您可以通过几种方式将其转换为c#,例如在当前状态和命令上执行switch语句,或者在转换表中查找转换。对于这个简单的状态机,我更喜欢一个转换表,它很容易使用Dictionary表示:
using System;
using System.Collections.Generic;
namespace Juliet
{
public enum ProcessState
{
Inactive,
Active,
Paused,
Terminated
}
public enum Command
{
Begin,
End,
Pause,
Resume,
Exit
}
public class Process
{
class StateTransition
{
readonly ProcessState CurrentState;
readonly Command Command;
public StateTransition(ProcessState currentState, Command command)
{
CurrentState = currentState;
Command = command;
}
public override int GetHashCode()
{
return 17 + 31 * CurrentState.GetHashCode() + 31 * Command.GetHashCode();
}
public override bool Equals(object obj)
{
StateTransition other = obj as StateTransition;
return other != null && this.CurrentState == other.CurrentState && this.Command == other.Command;
}
}
Dictionary<StateTransition, ProcessState> transitions;
public ProcessState CurrentState { get; private set; }
public Process()
{
CurrentState = ProcessState.Inactive;
transitions = new Dictionary<StateTransition, ProcessState>
{
{ new StateTransition(ProcessState.Inactive, Command.Exit), ProcessState.Terminated },
{ new StateTransition(ProcessState.Inactive, Command.Begin), ProcessState.Active },
{ new StateTransition(ProcessState.Active, Command.End), ProcessState.Inactive },
{ new StateTransition(ProcessState.Active, Command.Pause), ProcessState.Paused },
{ new StateTransition(ProcessState.Paused, Command.End), ProcessState.Inactive },
{ new StateTransition(ProcessState.Paused, Command.Resume), ProcessState.Active }
};
}
public ProcessState GetNext(Command command)
{
StateTransition transition = new StateTransition(CurrentState, command);
ProcessState nextState;
if (!transitions.TryGetValue(transition, out nextState))
throw new Exception("Invalid transition: " + CurrentState + " -> " + command);
return nextState;
}
public ProcessState MoveNext(Command command)
{
CurrentState = GetNext(command);
return CurrentState;
}
}
public class Program
{
static void Main(string[] args)
{
Process p = new Process();
Console.WriteLine("Current State = " + p.CurrentState);
Console.WriteLine("Command.Begin: Current State = " + p.MoveNext(Command.Begin));
Console.WriteLine("Command.Pause: Current State = " + p.MoveNext(Command.Pause));
Console.WriteLine("Command.End: Current State = " + p.MoveNext(Command.End));
Console.WriteLine("Command.Exit: Current State = " + p.MoveNext(Command.Exit));
Console.ReadLine();
}
}
}
根据个人喜好,我喜欢用GetNext函数来确定地返回下一个状态,用MoveNext函数来改变状态机。
我推荐state.cs。我个人使用state.js (JavaScript版本),并且非常满意。c#版本以类似的方式工作。
你实例化状态:
// create the state machine
var player = new StateMachine<State>( "player" );
// create some states
var initial = player.CreatePseudoState( "initial", PseudoStateKind.Initial );
var operational = player.CreateCompositeState( "operational" );
...
你实例化了一些转换:
var t0 = player.CreateTransition( initial, operational );
player.CreateTransition( history, stopped );
player.CreateTransition<String>( stopped, running, ( state, command ) => command.Equals( "play" ) );
player.CreateTransition<String>( active, stopped, ( state, command ) => command.Equals( "stop" ) );
在状态和转场上定义动作:
t0.Effect += DisengageHead;
t0.Effect += StopMotor;
差不多就是这样了。更多信息请查看网站。
在网上找到了这个很棒的教程,它帮助我理解了有限状态机。
http://gamedevelopment.tutsplus.com/tutorials/finite-state-machines-theory-and-implementation--gamedev-11867
本教程是语言无关的,所以它可以很容易地适应您的c#需求。
而且,所使用的例子(一只蚂蚁寻找食物)很容易理解。
来自教程:
public class FSM {
private var activeState :Function; // points to the currently active state function
public function FSM() {
}
public function setState(state :Function) :void {
activeState = state;
}
public function update() :void {
if (activeState != null) {
activeState();
}
}
}
public class Ant
{
public var position :Vector3D;
public var velocity :Vector3D;
public var brain :FSM;
public function Ant(posX :Number, posY :Number) {
position = new Vector3D(posX, posY);
velocity = new Vector3D( -1, -1);
brain = new FSM();
// Tell the brain to start looking for the leaf.
brain.setState(findLeaf);
}
/**
* The "findLeaf" state.
* It makes the ant move towards the leaf.
*/
public function findLeaf() :void {
// Move the ant towards the leaf.
velocity = new Vector3D(Game.instance.leaf.x - position.x, Game.instance.leaf.y - position.y);
if (distance(Game.instance.leaf, this) <= 10) {
// The ant is extremelly close to the leaf, it's time
// to go home.
brain.setState(goHome);
}
if (distance(Game.mouse, this) <= MOUSE_THREAT_RADIUS) {
// Mouse cursor is threatening us. Let's run away!
// It will make the brain start calling runAway() from
// now on.
brain.setState(runAway);
}
}
/**
* The "goHome" state.
* It makes the ant move towards its home.
*/
public function goHome() :void {
// Move the ant towards home
velocity = new Vector3D(Game.instance.home.x - position.x, Game.instance.home.y - position.y);
if (distance(Game.instance.home, this) <= 10) {
// The ant is home, let's find the leaf again.
brain.setState(findLeaf);
}
}
/**
* The "runAway" state.
* It makes the ant run away from the mouse cursor.
*/
public function runAway() :void {
// Move the ant away from the mouse cursor
velocity = new Vector3D(position.x - Game.mouse.x, position.y - Game.mouse.y);
// Is the mouse cursor still close?
if (distance(Game.mouse, this) > MOUSE_THREAT_RADIUS) {
// No, the mouse cursor has gone away. Let's go back looking for the leaf.
brain.setState(findLeaf);
}
}
public function update():void {
// Update the FSM controlling the "brain". It will invoke the currently
// active state function: findLeaf(), goHome() or runAway().
brain.update();
// Apply the velocity vector to the position, making the ant move.
moveBasedOnVelocity();
}
(...)
}
这里有些无耻的自我宣传,但在不久前,我创建了一个名为YieldMachine的库,它允许以非常干净和简单的方式描述一个有限复杂性的状态机。例如,考虑一盏灯:
注意,这个状态机有2个触发器和3个状态。在YieldMachine代码中,我们为所有与状态相关的行为编写了一个方法,在这个方法中,我们对每个状态都使用goto,这是一种可怕的暴行。触发器变成Action类型的属性或字段,用一个称为trigger的属性进行修饰。我在下面注释了第一个状态及其转换的代码;接下来的状态遵循相同的模式。
public class Lamp : StateMachine
{
// Triggers (or events, or actions, whatever) that our
// state machine understands.
[Trigger]
public readonly Action PressSwitch;
[Trigger]
public readonly Action GotError;
// Actual state machine logic
protected override IEnumerable WalkStates()
{
off:
Console.WriteLine("off.");
yield return null;
if (Trigger == PressSwitch) goto on;
InvalidTrigger();
on:
Console.WriteLine("*shiiine!*");
yield return null;
if (Trigger == GotError) goto error;
if (Trigger == PressSwitch) goto off;
InvalidTrigger();
error:
Console.WriteLine("-err-");
yield return null;
if (Trigger == PressSwitch) goto off;
InvalidTrigger();
}
}
又短又好,嗯!
这个状态机通过发送触发器来控制:
var sm = new Lamp();
sm.PressSwitch(); //go on
sm.PressSwitch(); //go off
sm.PressSwitch(); //go on
sm.GotError(); //get error
sm.PressSwitch(); //go off
为了澄清,我在第一个状态中添加了一些注释,以帮助您理解如何使用它。
protected override IEnumerable WalkStates()
{
off: // Each goto label is a state
Console.WriteLine("off."); // State entry actions
yield return null; // This means "Wait until a
// trigger is called"
// Ah, we got triggered!
// perform state exit actions
// (none, in this case)
if (Trigger == PressSwitch) goto on; // Transitions go here:
// depending on the trigger
// that was called, go to
// the right state
InvalidTrigger(); // Throw exception on
// invalid trigger
...
这是因为c#编译器实际上在内部为每个使用yield return的方法创建了一个状态机。这个构造通常用于惰性地创建数据序列,但在这种情况下,我们实际上对返回的序列并不感兴趣(反正都是null),而是对在底层创建的状态行为感兴趣。
StateMachine基类对构造进行一些反射,将代码分配给每个[Trigger]操作,该操作设置Trigger成员并向前移动状态机。
但是你不需要真正理解它的内部原理就能使用它。
下面是一个非常经典的有限状态机的例子,它模拟了一个非常简化的电子设备(比如电视)
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
namespace fsm
{
class Program
{
static void Main(string[] args)
{
var fsm = new FiniteStateMachine();
Console.WriteLine(fsm.State);
fsm.ProcessEvent(FiniteStateMachine.Events.PlugIn);
Console.WriteLine(fsm.State);
fsm.ProcessEvent(FiniteStateMachine.Events.TurnOn);
Console.WriteLine(fsm.State);
fsm.ProcessEvent(FiniteStateMachine.Events.TurnOff);
Console.WriteLine(fsm.State);
fsm.ProcessEvent(FiniteStateMachine.Events.TurnOn);
Console.WriteLine(fsm.State);
fsm.ProcessEvent(FiniteStateMachine.Events.RemovePower);
Console.WriteLine(fsm.State);
Console.ReadKey();
}
class FiniteStateMachine
{
public enum States { Start, Standby, On };
public States State { get; set; }
public enum Events { PlugIn, TurnOn, TurnOff, RemovePower };
private Action[,] fsm;
public FiniteStateMachine()
{
this.fsm = new Action[3, 4] {
//PlugIn, TurnOn, TurnOff, RemovePower
{this.PowerOn, null, null, null}, //start
{null, this.StandbyWhenOff, null, this.PowerOff}, //standby
{null, null, this.StandbyWhenOn, this.PowerOff} }; //on
}
public void ProcessEvent(Events theEvent)
{
this.fsm[(int)this.State, (int)theEvent].Invoke();
}
private void PowerOn() { this.State = States.Standby; }
private void PowerOff() { this.State = States.Start; }
private void StandbyWhenOn() { this.State = States.Standby; }
private void StandbyWhenOff() { this.State = States.On; }
}
}
}
记住状态机是一种抽象是很有用的,创建状态机不需要特定的工具,但是工具是有用的。
例如,你可以用函数实现一个状态机:
void Hunt(IList<Gull> gulls)
{
if (gulls.Empty())
return;
var target = gulls.First();
TargetAcquired(target, gulls);
}
void TargetAcquired(Gull target, IList<Gull> gulls)
{
var balloon = new WaterBalloon(weightKg: 20);
this.Cannon.Fire(balloon);
if (balloon.Hit)
{
TargetHit(target, gulls);
}
else
TargetMissed(target, gulls);
}
void TargetHit(Gull target, IList<Gull> gulls)
{
Console.WriteLine("Suck on it {0}!", target.Name);
Hunt(gulls);
}
void TargetMissed(Gull target, IList<Gull> gulls)
{
Console.WriteLine("I'll get ya!");
TargetAcquired(target, gulls);
}
这台机器会捕捉海鸥,并试图用水球击中它们。如果它没有命中,它将尝试发射一个直到命中为止(可以有一些现实的期望;)),否则它将在控制台幸灾乐祸。它继续捕猎,直到没有海鸥可以骚扰为止。
每个函数对应于每个状态;没有显示开始和结束(或接受)状态。其中的状态可能比函数所模拟的要多。例如,在发射气球后,机器实际上处于与之前不同的状态,但我认为这种区分是不切实际的。
常用的方法是使用类来表示状态,然后以不同的方式将它们连接起来。