# Difference between revisions of "State Monad"

m (just getting started.) |
(Wrapping up the initial writeup) |
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Line 3: | Line 3: | ||

This is a short tutorial on the state monad. Emphasis is placed on intuition. The types have been simplified to protect the innocent. | This is a short tutorial on the state monad. Emphasis is placed on intuition. The types have been simplified to protect the innocent. | ||

− | ===Primitives | + | |

+ | =Foundations= | ||

+ | ==Primitives== | ||

<haskell> | <haskell> | ||

Line 12: | Line 14: | ||

</blockquote> | </blockquote> | ||

+ | Return set the result value but left the state unchanged. | ||

Comments: | Comments: | ||

+ | return 'X' :: State Int Char | ||

+ | runState (return 'X') :: Int -> (Char, Int) | ||

initial state = 1 :: Int | initial state = 1 :: Int | ||

final value = 'X' :: Char | final value = 'X' :: Char | ||

Line 18: | Line 23: | ||

result = ('X', 1) :: (Char, Int) | result = ('X', 1) :: (Char, Int) | ||

+ | ---- | ||

+ | <haskell> | ||

+ | runState get 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | (1,1) | ||

+ | </blockquote> | ||

+ | |||

+ | Get set the result value to the state and left the state unchanged. | ||

+ | Comments: | ||

+ | get :: State Int Int | ||

+ | runState get :: Int -> (Int, Int) | ||

+ | initial state = 1 :: Int | ||

+ | final value = 1 :: Int | ||

+ | final state = 1 :: Int | ||

+ | |||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | runState (put 5) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | ((),5) | ||

+ | </blockquote> | ||

+ | |||

+ | Put set the result value to () and set the state value. | ||

+ | Comments: | ||

+ | put 5 :: State Int () | ||

+ | runState (put 5) :: Int -> ((),Int) | ||

+ | initial state = 1 :: Int | ||

+ | final value = () :: () | ||

+ | final state = 5 :: Int | ||

+ | |||

+ | ==Combinations== | ||

+ | |||

+ | Because (State s) forms a monad, values can be combined together with (>>=) or do{}. | ||

+ | |||

+ | <haskell> | ||

+ | runState (do { put 5; return 'X' }) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | ('X',5) | ||

+ | </blockquote> | ||

+ | Comments: | ||

+ | do { put 5; return 'X' } :: State Int Char | ||

+ | runState (do { put 5; return 'X' }) :: Int -> (Char,Int) | ||

+ | initial state = 1 :: Int | ||

+ | final value = 'X' :: Char | ||

+ | final state = 5 :: Int | ||

+ | |||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | postincrement = do { x <- get; put (x+1); return x } | ||

+ | runState postincrement 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | (1,2) | ||

+ | </blockquote> | ||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | predecriment = do { x <- get; put (x-1); get } | ||

+ | runState predecriment 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | (0,0) | ||

+ | </blockquote> | ||

+ | |||

+ | ==Other Functions== | ||

+ | <haskell> | ||

+ | runState (modify (+1)) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | ((),2) | ||

+ | </blockquote> | ||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | runState (gets (+1)) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | (2,1) | ||

+ | </blockquote> | ||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | evalState (gets (+1)) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | 2 | ||

+ | </blockquote> | ||

+ | |||

+ | ---- | ||

+ | <haskell> | ||

+ | execState (gets (+1)) 1 | ||

+ | </haskell> | ||

+ | <blockquote> | ||

+ | 1 | ||

+ | </blockquote> | ||

+ | |||

+ | =Implementation= | ||

+ | |||

+ | At its heart, a value of type (State s a) is a function from initial state s to final value a and final state s: (a,s). These are usually wrapped, but shown here unwrapped for simplicity. | ||

+ | |||

+ | Return leaves the state unchanged and sets the result: | ||

+ | <haskell> | ||

+ | -- ie: (return 5) 1 -> (5,1) | ||

+ | return :: a -> State s a | ||

+ | return x s = (x,s) | ||

+ | </haskell> | ||

+ | |||

+ | Get leaves state unchanged and sets the result to the state: | ||

+ | <haskell> | ||

+ | -- ie: get 1 -> (1,1) | ||

+ | get :: State s s | ||

+ | get s = (s,s) | ||

+ | </haskell> | ||

+ | |||

+ | Put sets the result to () and sets the state: | ||

+ | <haskell> | ||

+ | -- ie: (put 5) 1 -> ((),5) | ||

+ | put :: s -> State s () | ||

+ | put x s = ((),x) | ||

+ | </haskell> | ||

+ | |||

+ | ---- | ||

+ | The helpers are simple variations of these primitives: | ||

+ | <haskell> | ||

+ | modify :: (s -> s) -> State s () | ||

+ | modify f = do { x <- get; put (f x) } | ||

+ | |||

+ | gets :: (s -> a) -> State s a | ||

+ | gets f = do { x <- get; return (f x) } | ||

+ | </haskell> | ||

+ | |||

+ | EvalState and execState just select one of the two values returned by runState. EvalState returns the final result while execState returns the final state: | ||

+ | <haskell> | ||

+ | evalState :: s -> State s a -> a | ||

+ | evalState act = fst $ runState act | ||

+ | |||

+ | execState :: s -> State s a -> s | ||

+ | execState act = snd $ runState act | ||

+ | </haskell> | ||

+ | |||

+ | ---- | ||

+ | Combining two states is the trickiest bit in the whole scheme. To combine do { x <- act1; act2 x } we need a function which takes an initial state, runs act1 to get an intermediate result and state, feeds the intermediate result to act2 and then runs that action with the intermediate state to get a final result and a final state: | ||

+ | |||

+ | <haskell> | ||

+ | (>>=) :: State s a -> (a -> State s b) -> State s b | ||

+ | (act1 >>= fact2) s = runState act2 is | ||

+ | where (iv,is) = runState act1 s | ||

+ | act2 = fact2 iv | ||

+ | </haskell> | ||

[[Category:Tutorials]] | [[Category:Tutorials]] |

## Revision as of 20:31, 24 May 2008

The State Monad by Example

This is a short tutorial on the state monad. Emphasis is placed on intuition. The types have been simplified to protect the innocent.

# Foundations

## Primitives

```
runState (return 'X') 1
```

('X',1)

Return set the result value but left the state unchanged. Comments:

return 'X' :: State Int Char runState (return 'X') :: Int -> (Char, Int) initial state = 1 :: Int final value = 'X' :: Char final state = 1 :: Int result = ('X', 1) :: (Char, Int)

```
runState get 1
```

(1,1)

Get set the result value to the state and left the state unchanged. Comments:

get :: State Int Int runState get :: Int -> (Int, Int) initial state = 1 :: Int final value = 1 :: Int final state = 1 :: Int

```
runState (put 5) 1
```

((),5)

Put set the result value to () and set the state value. Comments:

put 5 :: State Int () runState (put 5) :: Int -> ((),Int) initial state = 1 :: Int final value = () :: () final state = 5 :: Int

## Combinations

Because (State s) forms a monad, values can be combined together with (>>=) or do{}.

```
runState (do { put 5; return 'X' }) 1
```

('X',5)

Comments:

do { put 5; return 'X' } :: State Int Char runState (do { put 5; return 'X' }) :: Int -> (Char,Int) initial state = 1 :: Int final value = 'X' :: Char final state = 5 :: Int

```
postincrement = do { x <- get; put (x+1); return x }
runState postincrement 1
```

(1,2)

```
predecriment = do { x <- get; put (x-1); get }
runState predecriment 1
```

(0,0)

## Other Functions

```
runState (modify (+1)) 1
```

((),2)

```
runState (gets (+1)) 1
```

(2,1)

```
evalState (gets (+1)) 1
```

2

```
execState (gets (+1)) 1
```

1

# Implementation

At its heart, a value of type (State s a) is a function from initial state s to final value a and final state s: (a,s). These are usually wrapped, but shown here unwrapped for simplicity.

Return leaves the state unchanged and sets the result:

```
-- ie: (return 5) 1 -> (5,1)
return :: a -> State s a
return x s = (x,s)
```

Get leaves state unchanged and sets the result to the state:

```
-- ie: get 1 -> (1,1)
get :: State s s
get s = (s,s)
```

Put sets the result to () and sets the state:

```
-- ie: (put 5) 1 -> ((),5)
put :: s -> State s ()
put x s = ((),x)
```

The helpers are simple variations of these primitives:

```
modify :: (s -> s) -> State s ()
modify f = do { x <- get; put (f x) }
gets :: (s -> a) -> State s a
gets f = do { x <- get; return (f x) }
```

EvalState and execState just select one of the two values returned by runState. EvalState returns the final result while execState returns the final state:

```
evalState :: s -> State s a -> a
evalState act = fst $ runState act
execState :: s -> State s a -> s
execState act = snd $ runState act
```

Combining two states is the trickiest bit in the whole scheme. To combine do { x <- act1; act2 x } we need a function which takes an initial state, runs act1 to get an intermediate result and state, feeds the intermediate result to act2 and then runs that action with the intermediate state to get a final result and a final state:

```
(>>=) :: State s a -> (a -> State s b) -> State s b
(act1 >>= fact2) s = runState act2 is
where (iv,is) = runState act1 s
act2 = fact2 iv
```