X-Git-Url: http://lambda.jimpryor.net/git/gitweb.cgi?p=lambda.git;a=blobdiff_plain;f=code%2Ftree_monadize.ml;h=d9c5a5900e520c3fb78c918dd0abbd08f41ea8ae;hp=d38800a7bf03ae49e699d6efe7a003c1bf06e1b1;hb=0c48836d5dbaa454898800a73183d6775cc3664c;hpb=7e3d6cc411a3fb891cb6de18b19ce707e7160b92 diff --git a/code/tree_monadize.ml b/code/tree_monadize.ml index d38800a7..d9c5a590 100644 --- a/code/tree_monadize.ml +++ b/code/tree_monadize.ml @@ -1,6 +1,65 @@ (* * tree_monadize.ml * + * If you've got some block of code that uses `unit`s and `bind`s, and you + * want to interpret it alternately using this monad, that monad, or another + * monad, you can use OCaml's module system. You'd write your code like this: + *) + +module Reader_monad = struct + (* change this to suit your needs *) + type env = int -> int;; + + type 'a m = env -> 'a;; + let unit a : 'a m = fun e -> a;; + let bind (u : 'a m) (f : 'a -> 'b m) : 'b m = + fun e -> f (u e) e;; +end + +module State_monad = struct + (* change this to suit your needs *) + type store = int;; + + type 'a m = store -> 'a * store;; + let unit a : 'a m = fun s -> (a, s);; + let bind (u : 'a m) (f : 'a -> 'b m) : 'b m = + fun s -> (let (a, s') = u s in (f a) s');; +end + +module List_monad = struct + type 'a m = 'a list;; + let unit a : 'a m = [a];; + let bind (u: 'a m) (f : 'a -> 'b m) : 'b m = + List.concat(List.map f u);; +end + +(* + * Then you can replace code that looks like this: + * ... reader_bind ... + * with code that looks like this: + * ... Reader_monad.bind ... + * and the latter can be reformulated like this: + * let open Reader_monad in ... bind ... + * or equivalently, like this: + * Reader_monad.(... bind ...) + * Then you can use literally the same `... bind ...` code when writing instead: + * State_monad.(... bind ...) + *) + +(* That's great, however it still requires us to repeat the + * `... bind ...` code every time we want to change which monad we're working + * with. Shouldn't there be a way to _parameterize_ the `... bind ...` code + * on a monad, so that we only have to write the `... bind ...` code once, + * but can invoke it alternately with the Reader_monad supplied as an + * argument, or the State_monad, or another? + * + * There is a way to do this, but it requires putting the `... bind ...` code in + * its own module, and making that module parameterized on some M_monad + * module. Also we have to explicitly declare what commonality we're expecting + * from M_monad modules we're going to use as parameters. We'll explain how to + * do this in a moment. + * + * As preparation, a general observation: * 'a and so on are type variables in OCaml; they stand for arbitrary types. * What if you want a variable for a type constructor? For example, you want to * generalize this pattern: @@ -18,18 +77,18 @@ * module T_maker( * (* A sig...end block specifies the type of a module * * What we're doing here is specifying the type of the - * module parameter that will choose - * whether b = list or b = option or b = reader... - * This module parameter may supply values as well as types *) - * Parm: sig + * * module parameter that will choose + * * whether b = list or b = option or b = reader... + * * This module parameter may supply values as well as types *) + * M : sig * type ('a) b * end * ) = * (* A struct...end block gives a module value - * What we're doing here is building a new module that makes - * use of the module that was supplied as Parm *) + * * What we're doing here is building a new module that makes + * * use of the module that was supplied as M *) * struct - * type ('a) t = 'a -> ('a) Parm.b + * type ('a) t = 'a -> ('a) M.b * end * And here's how you'd use it: * module T_list = T_maker(struct type 'a b = 'a list end);; @@ -38,7 +97,9 @@ * type 'a t2 = 'a T_option.t;; * (* and so on *) * - * I know, it seems unnecessarily complicated. + * I know, it seems unnecessarily complicated. Nonetheless, that's how it + * works. And that is also the technique we'll use to make our + * `... bind ...` code parametric on some M_monad module. *) type 'a tree = Leaf of 'a | Node of ('a tree) * ('a tree);; @@ -52,99 +113,68 @@ let t1 = Node (Leaf 7, Leaf 11)));; -module Tree_monadizer(Parm : sig +module Tree_monadizer(M : sig (* the module we're using as a parameter has to supply function values - * for unit and bind, as well as a monadic type constructor m *) + * for unit and bind, as well as a monadic type constructor *) type 'a m val unit : 'a -> 'a m val bind : 'a m -> ('a -> 'b m) -> 'b m end) = struct - let rec monadize (f: 'a -> 'b Parm.m) (t: 'a tree) : 'b tree Parm.m = + let rec monadize (f: 'a -> 'b M.m) (t: 'a tree) : 'b tree M.m = match t with - | Leaf a -> Parm.bind (f a) (fun b -> Parm.unit (Leaf b)) + | Leaf a -> M.bind (f a) (fun b -> M.unit (Leaf b)) | Node(l, r) -> - Parm.bind (monadize f l) (fun l' -> - Parm.bind (monadize f r) (fun r' -> - Parm.unit (Node (l', r')))) + M.bind (monadize f l) (fun l' -> + M.bind (monadize f r) (fun r' -> + M.unit (Node (l', r')))) end;; -type env = int -> int;; - -type 'a reader = env -> 'a;; -let unit_reader a : 'a reader = fun e -> a;; -let bind_reader (u : 'a reader) (f : 'a -> 'b reader) : 'b reader = - fun e -> f (u e) e;; - -(* Now we supply the Reader monad as a parameter to Tree_monadizer. +(* Now we supply Reader_monad as a parameter to Tree_monadizer. * We'll get back a module TreeReader that contains a single value, * the monadize function specialized to the Reader monad *) -module TreeReader = Tree_monadizer(struct - type 'a m = 'a reader - let unit = unit_reader - let bind = bind_reader -end);; +module TreeReader = Tree_monadizer(Reader_monad);; -type store = int;; - -type 'a state = store -> 'a * store;; -let unit_state a : 'a state = fun s -> (a, s);; -let bind_state (u : 'a state) (f : 'a -> 'b state) : 'b state = - fun s -> (let (a, s') = u s in (f a) s');; - (* Make a TreeState module containing monadize specialized to the State monad *) -module TreeState = Tree_monadizer(struct - type 'a m = 'a state - let unit = unit_state - let bind = bind_state -end);; +module TreeState = Tree_monadizer(State_monad);; -let unit_list a = [a];; -let bind_list (u: 'a list) (f : 'a -> 'b list) : 'b list = - List.concat(List.map f u);; - (* Make a TreeList module containing monadize specialized to the List monad *) -module TreeList = Tree_monadizer(struct - type 'a m = 'a list - let unit = unit_list - let bind = bind_list -end);; +module TreeList = Tree_monadizer(List_monad);; + +(* The Continuation monad is a bit more complicated *) +module Continuation_monad = struct + type ('r,'a) m = ('a -> 'r) -> 'r;; + let unit a : ('r,'a) m = fun k -> k a;; + let bind (u: ('r,'a) m) (f: 'a -> ('r,'b) m) : ('r,'b) m = + fun k -> u (fun a -> f a k);; +end -(* since the continuation monad is parameterized on two types---it's - * ('a,'r) cont not ('a) cont---we can't match the type ('a) m that +(* Since the Continuation monad is parameterized on two types---it's + * ('r,'a) cont not ('a) cont---we can't match the type ('a) monad that * Tree_monadizer expects in its parameter. So we have to make a different - * Tree_monadizer2 that takes a ('a,'x) m type constructor in its + * Tree_monadizer2 that takes a ('r,'a) monad type constructor in its * parameter instead *) -module Tree_monadizer2(Parm : sig - type ('a,'x) m - val unit : 'a -> ('a,'x) m - val bind : ('a,'x) m -> ('a -> ('b,'x) m) -> ('b,'x) m +module Tree_monadizer2(M : sig + type ('r,'a) m + val unit : 'a -> ('r,'a) m + val bind : ('r,'a) m -> ('a -> ('r,'b) m) -> ('r,'b) m end) = struct (* the body of the monadize function is the same; the only difference is in * the types *) - let rec monadize (f: 'a -> ('b,'x) Parm.m) (t: 'a tree) : ('b tree,'x) Parm.m = + let rec monadize (f: 'a -> ('r,'b) M.m) (t: 'a tree) : ('r,'b tree) M.m = match t with - | Leaf a -> Parm.bind (f a) (fun b -> Parm.unit (Leaf b)) + | Leaf a -> M.bind (f a) (fun b -> M.unit (Leaf b)) | Node(l, r) -> - Parm.bind (monadize f l) (fun l' -> - Parm.bind (monadize f r) (fun r' -> - Parm.unit (Node (l', r')))) + M.bind (monadize f l) (fun l' -> + M.bind (monadize f r) (fun r' -> + M.unit (Node (l', r')))) end;; -type ('a,'r) cont = ('a -> 'r) -> 'r;; -let unit_cont a : ('a,'r) cont = fun k -> k a;; -let bind_cont (u: ('a,'r) cont) (f: 'a -> ('b,'r) cont) : ('b,'r) cont = - fun k -> u (fun a -> f a k);; - (* Make a TreeCont module containing monadize specialized to the Cont monad *) -module TreeCont = Tree_monadizer2(struct - type ('a,'r) m = ('a,'r) cont - let unit = unit_cont - let bind = bind_cont -end);; +module TreeCont = Tree_monadizer2(Continuation_monad);; @@ -154,25 +184,55 @@ end);; *) -let int_readerize : int -> int reader = +let asker : int -> int Reader_monad.m = fun (a : int) -> fun (env : int -> int) -> env a;; -(* int_readerize takes an int and returns a Reader monad that +(* asker takes an int and returns a Reader monad that * "looks up" that int in the environment (i.e. modifies it) * this is structurally parallel to the function `lookup` we used * before to "look up" variables in the environment *) (* double each leaf *) let env = fun i -> i + i in -TreeReader.monadize int_readerize t1 env;; +TreeReader.monadize asker t1 env;; + +(* You can also avoid declaring a separate toplevel TreeReader module + * (or even a separate Reader_monad module) by using one of these forms: + * ... + * let module T = Tree_monadizer(Reader_monad) in + * T.monadize asker t1 env;; + * or: + * ... + * let env = fun i -> i + i in + * let module Monad = struct + * type env = int -> int;; + * type 'a m = env -> 'a;; + * let unit a : 'a m = fun e -> a;; + * let bind (u : 'a m) (f : 'a -> 'b m) : 'b m = + * fun e -> f (u e) e;; + * end in + * let module T = Tree_monadizer(Monad) in + * T.monadize asker t1 env;; + * or: + * ... + * let module T = Tree_monadizer(struct + * type env = int -> int;; + * type 'a m = env -> 'a;; + * let unit a : 'a m = fun e -> a;; + * let bind (u : 'a m) (f : 'a -> 'b m) : 'b m = + * fun e -> f (u e) e;; + * end) in + * T.monadize asker t1 env;; + *) + (* square each leaf *) let env = fun i -> i * i in -TreeReader.monadize int_readerize t1 env;; +TreeReader.monadize asker t1 env;; -let incrementer : int -> int state = +let incrementer : int -> int State_monad.m = fun (a : int) -> fun s -> (a, s+1);; (* incrementer takes an 'a and returns it wrapped in a @@ -191,7 +251,7 @@ TreeList.monadize (fun i -> [ [i;i*i] ]) t1;; (* do nothing *) let initial_continuation = fun t -> t in -TreeCont.monadize unit_cont t1 initial_continuation;; +TreeCont.monadize Continuation_monad.unit t1 initial_continuation;; (* convert tree to list of leaves *) let initial_continuation = fun t -> [] in @@ -209,4 +269,3 @@ TreeCont.monadize (fun a k -> k [a; a*a]) t1 initial_continuation;; let initial_continuation = fun t -> 0 in TreeCont.monadize (fun a k -> 1 + k a) t1 initial_continuation;; -