package zar
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Source file internal.ml
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[] -> m | a :: l1 -> a :: (app l1 m) type comparison = | Eq | Lt | Gt (** val compOpp : comparison -> comparison **) let compOpp = function | Eq -> Eq | Lt -> Gt | Gt -> Lt (** val pred : nat -> nat **) let pred n = match n with | O -> n | S u -> u module Coq__1 = struct (** val add : nat -> nat -> nat **) let rec add n m = match n with | O -> m | S p -> S (add p m) end include Coq__1 (** val log2_iter : nat -> nat -> nat -> nat -> nat **) let rec log2_iter k p q0 r = match k with | O -> p | S k' -> (match r with | O -> log2_iter k' (S p) (S q0) q0 | S r' -> log2_iter k' p (S q0) r') (** val log2 : nat -> nat **) let log2 n = log2_iter (pred n) O (S O) O (** val compose : ('a2 -> 'a3) -> ('a1 -> 'a2) -> 'a1 -> 'a3 **) let compose g f x = g (f x) (** val const : 'a1 -> 'a2 -> 'a1 **) let const a _ = a type positive = | XI of positive | XO of positive | XH type z = | Z0 | Zpos of positive | Zneg of positive (** val eqb : bool -> bool -> bool **) let eqb b1 b2 = if b1 then b2 else if b2 then false else true type reflect = | ReflectT | ReflectF (** val iff_reflect : bool -> reflect **) let iff_reflect = function | true -> ReflectT | false -> ReflectF (** val eqb_spec : bool -> bool -> reflect **) let eqb_spec b b' = if b then if b' then ReflectT else ReflectF else if b' then ReflectF else ReflectT module Nat = struct (** val add : nat -> nat -> nat **) let rec add n m = match n with | O -> m | S p -> S (add p m) (** val mul : nat -> nat -> nat **) let rec mul n m = match n with | O -> O | S p -> add m (mul p m) (** val eqb : nat -> nat -> bool **) let rec eqb n m = match n with | O -> (match m with | O -> true | S _ -> false) | S n' -> (match m with | O -> false | S m' -> eqb n' m') (** val pow : nat -> nat -> nat **) let rec pow n = function | O -> S O | S m0 -> mul n (pow n m0) end module Pos = struct type mask = | IsNul | IsPos of positive | IsNeg end module Coq_Pos = struct (** val succ : positive -> positive **) let rec succ = function | XI p -> XO (succ p) | XO p -> XI p | XH -> XO XH (** val add : positive -> positive -> positive **) let rec add x y = match x with | XI p -> (match y with | XI q0 -> XO (add_carry p q0) | XO q0 -> XI (add p q0) | XH -> XO (succ p)) | XO p -> (match y with | XI q0 -> XI (add p q0) | XO q0 -> XO (add p q0) | XH -> XI p) | XH -> (match y with | XI q0 -> XO (succ q0) | XO q0 -> XI q0 | XH -> XO XH) (** val add_carry : positive -> positive -> positive **) and add_carry x y = match x with | XI p -> (match y with | XI q0 -> XI (add_carry p q0) | XO q0 -> XO (add_carry p q0) | XH -> XI (succ p)) | XO p -> (match y with | XI q0 -> XO (add_carry p q0) | XO q0 -> XI (add p q0) | XH -> XO (succ p)) | XH -> (match y with | XI q0 -> XI (succ q0) | XO q0 -> XO (succ q0) | XH -> XI XH) (** val pred_double : positive -> positive **) let rec pred_double = function | XI p -> XI (XO p) | XO p -> XI (pred_double p) | XH -> XH type mask = Pos.mask = | IsNul | IsPos of positive | IsNeg (** val succ_double_mask : mask -> mask **) let succ_double_mask = function | IsNul -> IsPos XH | IsPos p -> IsPos (XI p) | IsNeg -> IsNeg (** val double_mask : mask -> mask **) let double_mask = function | IsPos p -> IsPos (XO p) | x0 -> x0 (** val double_pred_mask : positive -> mask **) let double_pred_mask = function | XI p -> IsPos (XO (XO p)) | XO p -> IsPos (XO (pred_double p)) | XH -> IsNul (** val sub_mask : positive -> positive -> mask **) let rec sub_mask x y = match x with | XI p -> (match y with | XI q0 -> double_mask (sub_mask p q0) | XO q0 -> succ_double_mask (sub_mask p q0) | XH -> IsPos (XO p)) | XO p -> (match y with | XI q0 -> succ_double_mask (sub_mask_carry p q0) | XO q0 -> double_mask (sub_mask p q0) | XH -> IsPos (pred_double p)) | XH -> (match y with | XH -> IsNul | _ -> IsNeg) (** val sub_mask_carry : positive -> positive -> mask **) and sub_mask_carry x y = match x with | XI p -> (match y with | XI q0 -> succ_double_mask (sub_mask_carry p q0) | XO q0 -> double_mask (sub_mask p q0) | XH -> IsPos (pred_double p)) | XO p -> (match y with | XI q0 -> double_mask (sub_mask_carry p q0) | XO q0 -> succ_double_mask (sub_mask_carry p q0) | XH -> double_pred_mask p) | XH -> IsNeg (** val sub : positive -> positive -> positive **) let sub x y = match sub_mask x y with | IsPos z0 -> z0 | _ -> XH (** val mul : positive -> positive -> positive **) let rec mul x y = match x with | XI p -> add y (XO (mul p y)) | XO p -> XO (mul p y) | XH -> y (** val size_nat : positive -> nat **) let rec size_nat = function | XI p0 -> S (size_nat p0) | XO p0 -> S (size_nat p0) | XH -> S O (** val compare_cont : comparison -> positive -> positive -> comparison **) let rec compare_cont r x y = match x with | XI p -> (match y with | XI q0 -> compare_cont r p q0 | XO q0 -> compare_cont Gt p q0 | XH -> Gt) | XO p -> (match y with | XI q0 -> compare_cont Lt p q0 | XO q0 -> compare_cont r p q0 | XH -> Gt) | XH -> (match y with | XH -> r | _ -> Lt) (** val compare : positive -> positive -> comparison **) let compare = compare_cont Eq (** val eqb : positive -> positive -> bool **) let rec eqb p q0 = match p with | XI p0 -> (match q0 with | XI q1 -> eqb p0 q1 | _ -> false) | XO p0 -> (match q0 with | XO q1 -> eqb p0 q1 | _ -> false) | XH -> (match q0 with | XH -> true | _ -> false) (** val ggcdn : nat -> positive -> positive -> positive * (positive * positive) **) let rec ggcdn n a b = match n with | O -> (XH, (a, b)) | S n0 -> (match a with | XI a' -> (match b with | XI b' -> (match compare a' b' with | Eq -> (a, (XH, XH)) | Lt -> let (g, p) = ggcdn n0 (sub b' a') a in let (ba, aa) = p in (g, (aa, (add aa (XO ba)))) | Gt -> let (g, p) = ggcdn n0 (sub a' b') b in let (ab, bb) = p in (g, ((add bb (XO ab)), bb))) | XO b0 -> let (g, p) = ggcdn n0 a b0 in let (aa, bb) = p in (g, (aa, (XO bb))) | XH -> (XH, (a, XH))) | XO a0 -> (match b with | XI _ -> let (g, p) = ggcdn n0 a0 b in let (aa, bb) = p in (g, ((XO aa), bb)) | XO b0 -> let (g, p) = ggcdn n0 a0 b0 in ((XO g), p) | XH -> (XH, (a, XH))) | XH -> (XH, (XH, b))) (** val ggcd : positive -> positive -> positive * (positive * positive) **) let ggcd a b = ggcdn (Coq__1.add (size_nat a) (size_nat b)) a b (** val iter_op : ('a1 -> 'a1 -> 'a1) -> positive -> 'a1 -> 'a1 **) let rec iter_op op p a = match p with | XI p0 -> op a (iter_op op p0 (op a a)) | XO p0 -> iter_op op p0 (op a a) | XH -> a (** val to_nat : positive -> nat **) let to_nat x = iter_op Coq__1.add x (S O) end module Z = struct (** val double : z -> z **) let double = function | Z0 -> Z0 | Zpos p -> Zpos (XO p) | Zneg p -> Zneg (XO p) (** val succ_double : z -> z **) let succ_double = function | Z0 -> Zpos XH | Zpos p -> Zpos (XI p) | Zneg p -> Zneg (Coq_Pos.pred_double p) (** val pred_double : z -> z **) let pred_double = function | Z0 -> Zneg XH | Zpos p -> Zpos (Coq_Pos.pred_double p) | Zneg p -> Zneg (XI p) (** val pos_sub : positive -> positive -> z **) let rec pos_sub x y = match x with | XI p -> (match y with | XI q0 -> double (pos_sub p q0) | XO q0 -> succ_double (pos_sub p q0) | XH -> Zpos (XO p)) | XO p -> (match y with | XI q0 -> pred_double (pos_sub p q0) | XO q0 -> double (pos_sub p q0) | XH -> Zpos (Coq_Pos.pred_double p)) | XH -> (match y with | XI q0 -> Zneg (XO q0) | XO q0 -> Zneg (Coq_Pos.pred_double q0) | XH -> Z0) (** val add : z -> z -> z **) let add x y = match x with | Z0 -> y | Zpos x' -> (match y with | Z0 -> x | Zpos y' -> Zpos (Coq_Pos.add x' y') | Zneg y' -> pos_sub x' y') | Zneg x' -> (match y with | Z0 -> x | Zpos y' -> pos_sub y' x' | Zneg y' -> Zneg (Coq_Pos.add x' y')) (** val succ : z -> z **) let succ x = add x (Zpos XH) (** val compare : z -> z -> comparison **) let compare x y = match x with | Z0 -> (match y with | Z0 -> Eq | Zpos _ -> Lt | Zneg _ -> Gt) | Zpos x' -> (match y with | Zpos y' -> Coq_Pos.compare x' y' | _ -> Gt) | Zneg x' -> (match y with | Zneg y' -> compOpp (Coq_Pos.compare x' y') | _ -> Lt) (** val sgn : z -> z **) let sgn = function | Z0 -> Z0 | Zpos _ -> Zpos XH | Zneg _ -> Zneg XH (** val ltb : z -> z -> bool **) let ltb x y = match compare x y with | Lt -> true | _ -> false (** val eqb : z -> z -> bool **) let eqb x y = match x with | Z0 -> (match y with | Z0 -> true | _ -> false) | Zpos p -> (match y with | Zpos q0 -> Coq_Pos.eqb p q0 | _ -> false) | Zneg p -> (match y with | Zneg q0 -> Coq_Pos.eqb p q0 | _ -> false) (** val abs : z -> z **) let abs = function | Zneg p -> Zpos p | x -> x (** val to_nat : z -> nat **) let to_nat = function | Zpos p -> Coq_Pos.to_nat p | _ -> O (** val to_pos : z -> positive **) let to_pos = function | Zpos p -> p | _ -> XH (** val ggcd : z -> z -> z * (z * z) **) let ggcd a b = match a with | Z0 -> ((abs b), (Z0, (sgn b))) | Zpos a0 -> (match b with | Z0 -> ((abs a), ((sgn a), Z0)) | Zpos b0 -> let (g, p) = Coq_Pos.ggcd a0 b0 in let (aa, bb) = p in ((Zpos g), ((Zpos aa), (Zpos bb))) | Zneg b0 -> let (g, p) = Coq_Pos.ggcd a0 b0 in let (aa, bb) = p in ((Zpos g), ((Zpos aa), (Zneg bb)))) | Zneg a0 -> (match b with | Z0 -> ((abs a), ((sgn a), Z0)) | Zpos b0 -> let (g, p) = Coq_Pos.ggcd a0 b0 in let (aa, bb) = p in ((Zpos g), ((Zneg aa), (Zpos bb))) | Zneg b0 -> let (g, p) = Coq_Pos.ggcd a0 b0 in let (aa, bb) = p in ((Zpos g), ((Zneg aa), (Zneg bb)))) (** val eqb_spec : z -> z -> reflect **) let eqb_spec x y = iff_reflect (eqb x y) end (** val map : ('a1 -> 'a2) -> 'a1 list -> 'a2 list **) let rec map f = function | [] -> [] | a :: t -> (f a) :: (map f t) (** val repeat : 'a1 -> nat -> 'a1 list **) let rec repeat x = function | O -> [] | S k -> x :: (repeat x k) type q = { qnum : z; qden : positive } (** val qred : q -> q **) let qred q0 = let { qnum = q1; qden = q2 } = q0 in let (r1, r2) = snd (Z.ggcd q1 (Zpos q2)) in { qnum = r1; qden = (Z.to_pos r2) } type 'm monad = { ret : (__ -> __ -> 'm); bind : (__ -> __ -> 'm -> (__ -> 'm) -> 'm) } (** val ret : 'a1 monad -> 'a2 -> 'a1 **) let ret monad0 x = Obj.magic monad0.ret __ x type ('e, 'r, 'itree) itreeF = | RetF of 'r | TauF of 'itree | VisF of 'e * (__ -> 'itree) type ('e, 'r) itree = ('e, 'r) __itree Lazy.t and ('e, 'r) __itree = | Go of ('e, 'r, ('e, 'r) itree) itreeF (** val _observe : ('a1, 'a2) itree -> ('a1, 'a2, ('a1, 'a2) itree) itreeF **) let _observe i = let Go _observe0 = Lazy.force i in _observe0 (** val observe : ('a1, 'a2) itree -> ('a1, 'a2, ('a1, 'a2) itree) itreeF **) let observe = _observe module ITree = struct (** val subst : ('a2 -> ('a1, 'a3) itree) -> ('a1, 'a2) itree -> ('a1, 'a3) itree **) let rec subst k u = match observe u with | RetF r -> k r | TauF t -> lazy (Go (TauF (subst k t))) | VisF (e, h) -> lazy (Go (VisF (e, (fun x -> subst k (h x))))) (** val bind : ('a1, 'a2) itree -> ('a2 -> ('a1, 'a3) itree) -> ('a1, 'a3) itree **) let bind u k = subst k u (** val iter : ('a3 -> ('a1, ('a3, 'a2) sum) itree) -> 'a3 -> ('a1, 'a2) itree **) let rec iter step i = bind (step i) (fun lr -> match lr with | Inl l -> lazy (Go (TauF (iter step l))) | Inr r -> lazy (Go (RetF r))) (** val map : ('a2 -> 'a3) -> ('a1, 'a2) itree -> ('a1, 'a3) itree **) let map f t = bind t (fun x -> lazy (Go (RetF (f x)))) end (** val monad_itree : ('a1, __) itree monad **) let monad_itree = { ret = (fun _ x -> lazy (Go (RetF x))); bind = (fun _ _ -> ITree.bind) } (** val cotuple : ('a1 -> 'a3) -> ('a2 -> 'a3) -> ('a1, 'a2) sum -> 'a3 **) let cotuple f g = function | Inl a -> f a | Inr b -> g b (** val sum_map : ('a1 -> 'a3) -> ('a2 -> 'a4) -> ('a1, 'a2) sum -> ('a3, 'a4) sum **) let sum_map f g = function | Inl a -> Inl (f a) | Inr b -> Inr (g b) (** val drop : nat -> 'a1 list -> 'a1 list **) let rec drop n l = match n with | O -> (match l with | [] -> [] | _ :: _ -> l) | S n' -> (match l with | [] -> [] | _ :: l' -> drop n' l') (** val take : nat -> 'a1 list -> 'a1 list **) let rec take n l = match n with | O -> [] | S n' -> (match l with | [] -> [] | x :: l' -> x :: (take n' l')) type 'a eqType = { eqb0 : ('a -> 'a -> bool); eqb_spec0 : ('a -> 'a -> reflect) } (** val unit_eqb_spec : unit -> unit -> reflect **) let unit_eqb_spec _ _ = ReflectT (** val eqType_unit : unit eqType **) let eqType_unit = { eqb0 = (fun _ _ -> true); eqb_spec0 = unit_eqb_spec } (** val eqType_bool : bool eqType **) let eqType_bool = { eqb0 = eqb; eqb_spec0 = eqb_spec } (** val eqType_Z : z eqType **) let eqType_Z = { eqb0 = Z.eqb; eqb_spec0 = Z.eqb_spec } (** val eqType_sum_obligation_3 : 'a1 eqType -> 'a2 eqType -> ('a1, 'a2) sum -> ('a1, 'a2) sum -> reflect **) let eqType_sum_obligation_3 h h0 x y = match x with | Inl a -> (match y with | Inl a0 -> h.eqb_spec0 a a0 | Inr _ -> ReflectF) | Inr b -> (match y with | Inl _ -> ReflectF | Inr b0 -> h0.eqb_spec0 b b0) (** val eqType_sum : 'a1 eqType -> 'a2 eqType -> ('a1, 'a2) sum eqType **) let eqType_sum h h0 = { eqb0 = (fun a b -> let filtered_var = (a, b) in let (s, s0) = filtered_var in (match s with | Inl x -> (match s0 with | Inl y -> h.eqb0 x y | Inr _ -> false) | Inr x -> (match s0 with | Inl _ -> false | Inr y -> h0.eqb0 x y))); eqb_spec0 = (fun x y -> eqType_sum_obligation_3 h h0 x y) } (** val is_inl : ('a1, 'a2) sum -> bool **) let is_inl = function | Inl _ -> true | Inr _ -> false type 'a tree = | Leaf of 'a | Fail | Choice of q * (bool -> 'a tree) | Fix of __ * (__ -> bool) * (__ -> __ tree) * (__ -> 'a tree) (** val is_power_of_2b : nat -> bool **) let is_power_of_2b n = Nat.eqb n (Nat.pow (S (S O)) (log2 n)) (** val next_pow_2 : nat -> nat **) let next_pow_2 n = if Nat.eqb n O then S O else if is_power_of_2b n then n else Nat.pow (S (S O)) (S (log2 n)) (** val to_itree_open : 'a1 tree -> (__, (unit, 'a1) sum) itree **) let rec to_itree_open = function | Leaf x -> ret (Obj.magic monad_itree) (Inr x) | Fail -> ret (Obj.magic monad_itree) (Inl ()) | Choice (_, k) -> lazy (Go (VisF (__, (compose to_itree_open (Obj.magic k))))) | Fix (st, g, g0, k) -> ITree.iter (fun s -> if g s then ITree.bind (to_itree_open (Obj.magic g0 s)) (fun y -> match y with | Inl _ -> ret (Obj.magic monad_itree) (Inr (Inl ())) | Inr s' -> ret (Obj.magic monad_itree) (Inl s')) else ITree.map (fun x -> Inr x) (to_itree_open (k s))) st (** val tie_itree : ('a2, (unit, 'a1) sum) itree -> ('a2, 'a1) itree **) let tie_itree t = ITree.iter (const t) () (** val to_itree : 'a1 tree -> (__, 'a1) itree **) let to_itree x = compose tie_itree to_itree_open x type 'a btree = | BLeaf of 'a | BNode of 'a btree * 'a btree (** val btree_map : ('a1 -> 'a2) -> 'a1 btree -> 'a2 btree **) let rec btree_map f = function | BLeaf x -> BLeaf (f x) | BNode (t1, t2) -> BNode ((btree_map f t1), (btree_map f t2)) (** val btree_to_tree : 'a1 btree -> 'a1 tree **) let rec btree_to_tree = function | BLeaf x -> Leaf x | BNode (t1, t2) -> Choice ({ qnum = (Zpos XH); qden = (XO XH) }, (fun b -> if b then btree_to_tree t1 else btree_to_tree t2)) (** val list_btree_aux : 'a1 list -> nat -> (unit, 'a1) sum btree **) let rec list_btree_aux l = function | O -> (match l with | [] -> BLeaf (Inl ()) | x :: _ -> BLeaf (Inr x)) | S n' -> BNode ((list_btree_aux (take (Nat.pow (S (S O)) n') l) n'), (list_btree_aux (drop (Nat.pow (S (S O)) n') l) n')) (** val list_btree : 'a1 list -> (unit, 'a1) sum btree **) let list_btree l = list_btree_aux l (log2 (next_pow_2 (length l))) (** val reduce_btree : (unit, 'a1) sum btree -> (unit, 'a1) sum btree **) let rec reduce_btree t = match t with | BLeaf _ -> t | BNode (l, r) -> let l' = reduce_btree l in let r' = reduce_btree r in (match l' with | BLeaf s -> (match s with | Inl _ -> (match r' with | BLeaf s0 -> (match s0 with | Inl _ -> BLeaf (Inl ()) | Inr _ -> BNode (l', r')) | BNode (_, _) -> BNode (l', r')) | Inr _ -> BNode (l', r')) | BNode (_, _) -> BNode (l', r')) (** val reduce_btree' : 'a1 eqType -> 'a1 btree -> 'a1 btree **) let rec reduce_btree' h t = match t with | BLeaf _ -> t | BNode (l, r) -> let l' = reduce_btree' h l in let r' = reduce_btree' h r in (match l' with | BLeaf x -> (match r' with | BLeaf y -> if h.eqb0 x y then BLeaf x else BNode (l', r') | BNode (_, _) -> BNode (l', r')) | BNode (_, _) -> BNode (l', r')) (** val rev_range_positive : positive -> z list **) let rec rev_range_positive = function | XI p' -> (Zpos (Coq_Pos.mul (XO XH) p')) :: (app (map (Z.add (Zpos p')) (rev_range_positive p')) (rev_range_positive p')) | XO p' -> app (map (Z.add (Zpos p')) (rev_range_positive p')) (rev_range_positive p') | XH -> Z0 :: [] (** val rev_range_Z : z -> z list **) let rev_range_Z = function | Zpos p -> rev_range_positive p | _ -> [] (** val uniform_btree : z -> (unit, z) sum btree **) let uniform_btree n = reduce_btree (list_btree (rev_range_Z n)) (** val bernoulli_btree : z -> z -> (unit, bool) sum btree **) let bernoulli_btree n d = reduce_btree' (eqType_sum eqType_unit eqType_bool) (btree_map (sum_map (fun x -> x) (fun i -> Z.ltb i n)) (uniform_btree d)) (** val bernoulli_tree_open : z -> z -> (unit, bool) sum tree **) let bernoulli_tree_open n d = btree_to_tree (bernoulli_btree n d) (** val bernoulli_tree : q -> bool tree **) let bernoulli_tree p = let t = bernoulli_tree_open p.qnum (Zpos p.qden) in Fix ((Obj.magic (Inl ())), (Obj.magic is_inl), (fun _ -> Obj.magic t), (Obj.magic cotuple (fun _ -> Leaf false) (fun x -> Leaf x))) (** val uniform_tree_open : z -> (unit, z) sum tree **) let uniform_tree_open n = btree_to_tree (uniform_btree n) (** val uniform_tree : z -> z tree **) let uniform_tree n = let t = uniform_tree_open n in Fix ((Obj.magic (Inl ())), (Obj.magic is_inl), (fun _ -> Obj.magic t), (Obj.magic cotuple (fun _ -> Leaf Z0) (fun x -> Leaf x))) (** val flatten_weights_aux : z list -> z -> z list **) let rec flatten_weights_aux weights acc = match weights with | [] -> [] | w :: ws -> app (repeat acc (Z.to_nat w)) (flatten_weights_aux ws (Z.succ acc)) (** val flatten_weights : z list -> z list **) let flatten_weights weights = flatten_weights_aux weights Z0 (** val findist_btree : z list -> (unit, z) sum btree **) let findist_btree weights = reduce_btree' (eqType_sum eqType_unit eqType_Z) (list_btree (flatten_weights weights)) (** val findist_tree_open : z list -> (unit, z) sum tree **) let findist_tree_open weights = btree_to_tree (findist_btree weights) (** val findist_tree : z list -> z tree **) let findist_tree weights = let t = findist_tree_open weights in Fix ((Obj.magic (Inl ())), (Obj.magic is_inl), (fun _ -> Obj.magic t), (Obj.magic cotuple (fun _ -> Leaf Z0) (fun x -> Leaf x))) (** val findist_itree : z list -> (__, z) itree **) let findist_itree weights = to_itree (findist_tree weights) type samplerPackage = { coin_sampler : (q -> (__, bool) itree); die_sampler : (z -> (__, z) itree); findist_sampler : (z list -> (__, z) itree) } (** val coin_itree : q -> (__, bool) itree **) let coin_itree p = to_itree (bernoulli_tree (qred p)) (** val die_itree : z -> (__, z) itree **) let die_itree n = to_itree (uniform_tree n) (** val samplers : samplerPackage **) let samplers = { coin_sampler = coin_itree; die_sampler = die_itree; findist_sampler = findist_itree }