用于进度跟踪的 Monad 变压器

发布于 2024-12-21 18:13:20 字数 1277 浏览 3 评论 0原文

我正在寻找一个可用于跟踪程序进度的 monad 转换器。为了解释如何使用它,请考虑以下代码:

procedure :: ProgressT IO ()
procedure = task "Print some lines" 3 $ do
  liftIO $ putStrLn "line1"
  step
  task "Print a complicated line" 2 $ do
    liftIO $ putStr "li"
    step
    liftIO $ putStrLn "ne2"
  step
  liftIO $ putStrLn "line3"

-- Wraps an action in a task
task :: Monad m
     => String        -- Name of task
     -> Int           -- Number of steps to complete task
     -> ProgressT m a -- Action performing the task
     -> ProgressT m a

-- Marks one step of the current task as completed
step :: Monad m => ProgressT m ()

我意识到由于一元法则,step必须明确存在,并且task必须有一个明确的步骤由于程序确定性/停止问题,数字参数。

正如我所看到的,上面描述的 monad 可以通过以下两种方式之一实现:

  1. 通过一个返回当前任务名称/步骤索引堆栈的函数,以及过程中停止点的延续。在返回的延续上重复调用此函数将完成过程的执行。
  2. 通过一个函数,该函数执行一个描述任务步骤完成后要执行的操作的函数。该过程将不受控制地运行,直到完成为止,通过提供的操作“通知”环境有关更改。

对于解决方案 (1),我使用 Yield 悬挂函子查看了 Control.Monad.Coroutine。对于解决方案(2),我不知道有任何可用的 monad 转换器是有用的。

我正在寻找的解决方案不应该有太多的性能开销,并允许尽可能多地控制过程(例如不需要 IO 访问或其他东西)。

这些解决方案之一听起来可行吗?或者是否已经有其他解决方案可以解决此问题?这个问题是否已经通过我找不到的 monad 转换器解决了?

编辑:目标不是检查是否已执行所有步骤。目标是能够在进程运行时“监视”该进程,以便人们可以知道它已经完成了多少。

I am looking for a monad transformer that can be used to track the progress of a procedure. To explain how it would be used, consider the following code:

procedure :: ProgressT IO ()
procedure = task "Print some lines" 3 $ do
  liftIO $ putStrLn "line1"
  step
  task "Print a complicated line" 2 $ do
    liftIO $ putStr "li"
    step
    liftIO $ putStrLn "ne2"
  step
  liftIO $ putStrLn "line3"

-- Wraps an action in a task
task :: Monad m
     => String        -- Name of task
     -> Int           -- Number of steps to complete task
     -> ProgressT m a -- Action performing the task
     -> ProgressT m a

-- Marks one step of the current task as completed
step :: Monad m => ProgressT m ()

I realize that step has to exist explicitly because of the monadic laws, and that task has to have an explicit step number parameter because of program determinism/the halting problem.

The monad as described above could, as I see it, be implemented in one of two ways:

  1. Via a function that would return the current task name/step index stack, and a continuation in the procedure at the point that it left off. Calling this function repeatedly on the returned continuation would complete the execution of the procedure.
  2. Via a function that took an action describing what to do when a task step has been completed. The procedure would run uncontrollably until it completed, "notifying" the environment about changes via the provided action.

For solution (1), I have looked at Control.Monad.Coroutine with the Yield suspension functor. For solution (2), I don't know of any already available monad transformers that would be useful.

The solution I'm looking for should not have too much performance overhead and allow as much control over the procedure as possible (e.g. not require IO access or something).

Do one of these solutions sound viable, or are there other solutions to this problem somewhere already? Has this problem already been solved with a monad transformer that I've been unable to find?

EDIT: The goal isn't to check whether all the steps have been performed. The goal is to be able to "monitor" the process while it is running, so that one can tell how much of it has been completed.

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紫罗兰の梦幻 2024-12-28 18:13:20

这是我对这个问题的悲观解决方案。它使用协程来暂停每一步的计算,这让用户可以执行任意计算来报告一些进度。

编辑:此解决方案的完整实现可以在此处找到。

这个解决方案可以改进吗?

首先,它是如何使用的:

-- The procedure that we want to run.
procedure :: ProgressT IO ()
procedure = task "Print some lines" 3 $ do
  liftIO $ putStrLn "--> line 1"
  step
  task "Print a set of lines" 2 $ do
    liftIO $ putStrLn "--> line 2.1"
    step
    liftIO $ putStrLn "--> line 2.2"
  step
  liftIO $ putStrLn "--> line 3"

main :: IO ()
main = runConsole procedure

-- A "progress reporter" that simply prints the task stack on each step
-- Note that the monad used for reporting, and the monad used in the procedure,
-- can be different.
runConsole :: ProgressT IO a -> IO a
runConsole proc = do
  result <- runProgress proc
  case result of
    -- We stopped at a step:
    Left (cont, stack) -> do
      print stack     -- Print the stack
      runConsole cont -- Continue the procedure
    -- We are done with the computation:
    Right a -> return a

上面的程序输出:

--> line 1
[Print some lines (1/3)]
--> line 2.1
[Print a set of lines (1/2),Print some lines (1/3)]
--> line 2.2
[Print a set of lines (2/2),Print some lines (1/3)]
[Print some lines (2/3)]
--> line 3
[Print some lines (3/3)]

实际的实现(参见this 用于评论版本):

type Progress l = ProgressT l Identity

runProgress :: Progress l a
               -> Either (Progress l a, TaskStack l) a
runProgress = runIdentity . runProgressT

newtype ProgressT l m a =
  ProgressT
  {
    procedure ::
       Coroutine
       (Yield (TaskStack l))
       (StateT (TaskStack l) m) a
  }

instance MonadTrans (ProgressT l) where
  lift = ProgressT . lift . lift

instance Monad m => Monad (ProgressT l m) where
  return = ProgressT . return
  p >>= f = ProgressT (procedure p >>= procedure . f)

instance MonadIO m => MonadIO (ProgressT l m) where
  liftIO = lift . liftIO

runProgressT :: Monad m
                => ProgressT l m a
                -> m (Either (ProgressT l m a, TaskStack l) a)
runProgressT action = do
  result <- evalStateT (resume . procedure $ action) []
  return $ case result of
    Left (Yield stack cont) -> Left (ProgressT cont, stack)
    Right a -> Right a

type TaskStack l = [Task l]

data Task l =
  Task
  { taskLabel :: l
  , taskTotalSteps :: Word
  , taskStep :: Word
  } deriving (Show, Eq)

task :: Monad m
        => l
        -> Word
        -> ProgressT l m a
        -> ProgressT l m a
task label steps action = ProgressT $ do
  -- Add the task to the task stack
  lift . modify $ pushTask newTask

  -- Perform the procedure for the task
  result <- procedure action

  -- Insert an implicit step at the end of the task
  procedure step

  -- The task is completed, and is removed
  lift . modify $ popTask

  return result
  where
    newTask = Task label steps 0
    pushTask = (:)
    popTask = tail

step :: Monad m => ProgressT l m ()
step = ProgressT $ do
  (current : tasks) <- lift get
  let currentStep = taskStep current
      nextStep = currentStep + 1
      updatedTask = current { taskStep = nextStep }
      updatedTasks = updatedTask : tasks
  when (currentStep > taskTotalSteps current) $
    fail "The task has already completed"
  yield updatedTasks
  lift . put $ updatedTasks

This is my pessimistic solution to this problem. It uses Coroutines to suspend the computation on each step, which lets the user perform an arbitrary computation to report some progress.

EDIT: The full implementation of this solution can be found here.

Can this solution be improved?

First, how it is used:

-- The procedure that we want to run.
procedure :: ProgressT IO ()
procedure = task "Print some lines" 3 $ do
  liftIO $ putStrLn "--> line 1"
  step
  task "Print a set of lines" 2 $ do
    liftIO $ putStrLn "--> line 2.1"
    step
    liftIO $ putStrLn "--> line 2.2"
  step
  liftIO $ putStrLn "--> line 3"

main :: IO ()
main = runConsole procedure

-- A "progress reporter" that simply prints the task stack on each step
-- Note that the monad used for reporting, and the monad used in the procedure,
-- can be different.
runConsole :: ProgressT IO a -> IO a
runConsole proc = do
  result <- runProgress proc
  case result of
    -- We stopped at a step:
    Left (cont, stack) -> do
      print stack     -- Print the stack
      runConsole cont -- Continue the procedure
    -- We are done with the computation:
    Right a -> return a

The above program outputs:

--> line 1
[Print some lines (1/3)]
--> line 2.1
[Print a set of lines (1/2),Print some lines (1/3)]
--> line 2.2
[Print a set of lines (2/2),Print some lines (1/3)]
[Print some lines (2/3)]
--> line 3
[Print some lines (3/3)]

The actual implementation (See this for a commented version):

type Progress l = ProgressT l Identity

runProgress :: Progress l a
               -> Either (Progress l a, TaskStack l) a
runProgress = runIdentity . runProgressT

newtype ProgressT l m a =
  ProgressT
  {
    procedure ::
       Coroutine
       (Yield (TaskStack l))
       (StateT (TaskStack l) m) a
  }

instance MonadTrans (ProgressT l) where
  lift = ProgressT . lift . lift

instance Monad m => Monad (ProgressT l m) where
  return = ProgressT . return
  p >>= f = ProgressT (procedure p >>= procedure . f)

instance MonadIO m => MonadIO (ProgressT l m) where
  liftIO = lift . liftIO

runProgressT :: Monad m
                => ProgressT l m a
                -> m (Either (ProgressT l m a, TaskStack l) a)
runProgressT action = do
  result <- evalStateT (resume . procedure $ action) []
  return $ case result of
    Left (Yield stack cont) -> Left (ProgressT cont, stack)
    Right a -> Right a

type TaskStack l = [Task l]

data Task l =
  Task
  { taskLabel :: l
  , taskTotalSteps :: Word
  , taskStep :: Word
  } deriving (Show, Eq)

task :: Monad m
        => l
        -> Word
        -> ProgressT l m a
        -> ProgressT l m a
task label steps action = ProgressT $ do
  -- Add the task to the task stack
  lift . modify $ pushTask newTask

  -- Perform the procedure for the task
  result <- procedure action

  -- Insert an implicit step at the end of the task
  procedure step

  -- The task is completed, and is removed
  lift . modify $ popTask

  return result
  where
    newTask = Task label steps 0
    pushTask = (:)
    popTask = tail

step :: Monad m => ProgressT l m ()
step = ProgressT $ do
  (current : tasks) <- lift get
  let currentStep = taskStep current
      nextStep = currentStep + 1
      updatedTask = current { taskStep = nextStep }
      updatedTasks = updatedTask : tasks
  when (currentStep > taskTotalSteps current) $
    fail "The task has already completed"
  yield updatedTasks
  lift . put $ updatedTasks
贪恋 2024-12-28 18:13:20

最明显的方法是使用 StateT。

import Control.Monad.State

type ProgressT m a = StateT Int m a

step :: Monad m => ProgressT m ()
step = modify (subtract 1)

我不确定您想要 task 的语义是什么,但是...

编辑以显示如何使用 IO 执行此操作

step :: (Monad m, MonadIO m) => ProgressT m ()
step = do
  modify (subtract 1)
  s <- get
  liftIO $ putStrLn $ "steps remaining: " ++ show s

请注意,您需要用于打印状态的 MonadIO 约束。如果您需要对状态产生不同的效果(即,如果步骤数低于零或其他情况,则抛出异常),您可以有不同类型的约束。

The most obvious way to do this is with StateT.

import Control.Monad.State

type ProgressT m a = StateT Int m a

step :: Monad m => ProgressT m ()
step = modify (subtract 1)

I'm not sure what you want the semantics of task to be, however...

edit to show how you'd do this with IO

step :: (Monad m, MonadIO m) => ProgressT m ()
step = do
  modify (subtract 1)
  s <- get
  liftIO $ putStrLn $ "steps remaining: " ++ show s

Note that you'll need the MonadIO constraint to print the state. You can have a different sort of constraint if you need a different effect with the state (i.e. throw an exception if the number of steps goes below zero, or whatever).

过期以后 2024-12-28 18:13:20

不确定这是否正是您想要的,但这里有一个实现,它强制执行正确的步骤数,并要求最后剩下零步骤。为简单起见,我使用 monad 而不是 IO 上的 monad 转换器。请注意,我没有使用 Prelude monad 来做我正在做的事情。

更新

现在可以提取剩余步数。使用 -XRebindableSyntax 运行以下命令

{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE MultiParamTypeClasses #-}
{-# LANGUAGE FunctionalDependencies #-}

module Test where

import Prelude hiding (Monad(..))
import qualified Prelude as Old (Monad(..))

-----------------------------------------------------------

data Z = Z
data S n = S

type Zero = Z
type One = S Zero
type Two = S One
type Three = S Two
type Four = S Three

-----------------------------------------------------------

class Peano n where
  peano :: n
  fromPeano :: n -> Integer

instance Peano Z where
  peano = Z
  fromPeano Z = 0

instance Peano (S Z) where
  peano = S
  fromPeano S = 1

instance Peano (S n) => Peano (S (S n)) where
  peano = S
  fromPeano s = n `seq` (n + 1)
    where
      prev :: S (S n) -> (S n)
      prev S = S
      n = fromPeano $ prev s

-----------------------------------------------------------

class (Peano s, Peano p) => Succ s p | s -> p where
instance Succ (S Z) Z where
instance Succ (S n) n => Succ (S (S n)) (S n) where

-----------------------------------------------------------

infixl 1 >>=, >>

class ParameterisedMonad m where
  return :: a -> m s s a
  (>>=) :: m s1 s2 t -> (t -> m s2 s3 a) -> m s1 s3 a
  fail :: String -> m s1 s2 a
  fail = error

(>>) :: ParameterisedMonad m => m s1 s2 t -> m s2 s3 a -> m s1 s3 a
x >> f = x >>= \_ -> f

-----------------------------------------------------------

newtype PIO p q a = PIO { runPIO :: IO a }

instance ParameterisedMonad PIO where
  return = PIO . Old.return
  PIO io >>= f = PIO $ (Old.>>=) io $ runPIO . f

-----------------------------------------------------------

data Progress p n a = Progress a

instance ParameterisedMonad Progress where
  return = Progress
  Progress x >>= f = let Progress y = f x in Progress y

runProgress :: Peano n => n -> Progress n Zero a -> a
runProgress _ (Progress x) = x

runProgress' :: Progress p Zero a -> a
runProgress' (Progress x) = x

task :: Peano n => n -> Progress n n ()
task _ = return ()

task' :: Peano n => Progress n n ()
task' = task peano

step :: Succ s n => Progress s n ()
step = Progress ()

stepsLeft :: Peano s2 => Progress s1 s2 a -> (a -> Integer -> Progress s2 s3 b) -> Progress s1 s3 b
stepsLeft prog f = prog >>= flip f (fromPeano $ getPeano prog)
  where
    getPeano :: Peano n => Progress s n a -> n
    getPeano prog = peano

procedure1 :: Progress Three Zero String
procedure1 = do
  task'
  step
  task (peano :: Two) -- any other Peano is a type error
  --step -- uncommenting this is a type error
  step -- commenting this is a type error
  step
  return "hello"

procedure2 :: (Succ two one, Succ one zero) => Progress two zero Integer
procedure2 = do
  task'
  step `stepsLeft` \_ n -> do
    step
    return n

main :: IO ()
main = runPIO $ do
  PIO $ putStrLn $ runProgress' procedure1
  PIO $ print $ runProgress (peano :: Four) $ do
    n <- procedure2
    n' <- procedure2
    return (n, n')

Not sure if this is exactly what you want, but here is an implementation that enforces the correct number of steps and requires there to be zero steps left at the end. For simplicity, I'm using a monad instead of a monad transformer over IO. Note that I am not using the Prelude monad to do what I'm doing.

UPDATE:

Now can extract the number of remaining steps. Run the following with -XRebindableSyntax

{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE MultiParamTypeClasses #-}
{-# LANGUAGE FunctionalDependencies #-}

module Test where

import Prelude hiding (Monad(..))
import qualified Prelude as Old (Monad(..))

-----------------------------------------------------------

data Z = Z
data S n = S

type Zero = Z
type One = S Zero
type Two = S One
type Three = S Two
type Four = S Three

-----------------------------------------------------------

class Peano n where
  peano :: n
  fromPeano :: n -> Integer

instance Peano Z where
  peano = Z
  fromPeano Z = 0

instance Peano (S Z) where
  peano = S
  fromPeano S = 1

instance Peano (S n) => Peano (S (S n)) where
  peano = S
  fromPeano s = n `seq` (n + 1)
    where
      prev :: S (S n) -> (S n)
      prev S = S
      n = fromPeano $ prev s

-----------------------------------------------------------

class (Peano s, Peano p) => Succ s p | s -> p where
instance Succ (S Z) Z where
instance Succ (S n) n => Succ (S (S n)) (S n) where

-----------------------------------------------------------

infixl 1 >>=, >>

class ParameterisedMonad m where
  return :: a -> m s s a
  (>>=) :: m s1 s2 t -> (t -> m s2 s3 a) -> m s1 s3 a
  fail :: String -> m s1 s2 a
  fail = error

(>>) :: ParameterisedMonad m => m s1 s2 t -> m s2 s3 a -> m s1 s3 a
x >> f = x >>= \_ -> f

-----------------------------------------------------------

newtype PIO p q a = PIO { runPIO :: IO a }

instance ParameterisedMonad PIO where
  return = PIO . Old.return
  PIO io >>= f = PIO $ (Old.>>=) io $ runPIO . f

-----------------------------------------------------------

data Progress p n a = Progress a

instance ParameterisedMonad Progress where
  return = Progress
  Progress x >>= f = let Progress y = f x in Progress y

runProgress :: Peano n => n -> Progress n Zero a -> a
runProgress _ (Progress x) = x

runProgress' :: Progress p Zero a -> a
runProgress' (Progress x) = x

task :: Peano n => n -> Progress n n ()
task _ = return ()

task' :: Peano n => Progress n n ()
task' = task peano

step :: Succ s n => Progress s n ()
step = Progress ()

stepsLeft :: Peano s2 => Progress s1 s2 a -> (a -> Integer -> Progress s2 s3 b) -> Progress s1 s3 b
stepsLeft prog f = prog >>= flip f (fromPeano $ getPeano prog)
  where
    getPeano :: Peano n => Progress s n a -> n
    getPeano prog = peano

procedure1 :: Progress Three Zero String
procedure1 = do
  task'
  step
  task (peano :: Two) -- any other Peano is a type error
  --step -- uncommenting this is a type error
  step -- commenting this is a type error
  step
  return "hello"

procedure2 :: (Succ two one, Succ one zero) => Progress two zero Integer
procedure2 = do
  task'
  step `stepsLeft` \_ n -> do
    step
    return n

main :: IO ()
main = runPIO $ do
  PIO $ putStrLn $ runProgress' procedure1
  PIO $ print $ runProgress (peano :: Four) $ do
    n <- procedure2
    n' <- procedure2
    return (n, n')
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