Source file edosSolver.ml
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module type S = sig
type reason
end
module type T = sig
module X : S
type state
type var = int
type lit
val lit_of_var : var -> bool -> lit
val initialize_problem :
?print_var:(Format.formatter -> int -> unit) -> ?buffer:bool -> int -> state
val copy : state -> state
val propagate : state -> unit
val protect : state -> unit
val reset : state -> unit
type value = True | False | Unknown
val assignment : state -> value array
val assignment_true : state -> var list
val add_rule : state -> lit array -> X.reason list -> unit
val associate_vars : state -> lit -> var list -> unit
val solve_all : (state -> unit) -> state -> var -> bool
val solve : state -> var -> bool
val solve_lst : state -> var list -> bool
val collect_reasons : state -> var -> X.reason list
val collect_reasons_lst : state -> var list -> X.reason list
val dump : state -> (int * bool) list list
val debug : bool -> unit
val stats : state -> unit
end
include Util.Logging (struct
let label = "dose_common.edosSolver"
end)
module IntHash = Hashtbl.Make (struct
type t = int
let equal = ( = )
let hash i = i
end)
open ExtLib
let ( @ ) l1 l2 =
let rec geq = function
| ([], []) -> true
| (_ :: _, []) -> true
| ([], _ :: _) -> false
| (_ :: r1, _ :: r2) -> geq (r1, r2)
in
if geq (l1, l2) then List.append l2 l1 else List.append l1 l2
module M (X : S) = struct
module X = X
let debug = ref false
let buffer = ref false
type var = int
type lit = int
type clause =
{ lits : lit array; all_lits : lit array; reasons : X.reason list }
type value = True | False | Unknown
module LitMap = Map.Make (struct
type t = int
let compare (x : int) y = compare x y
end)
type state =
{
st_assign : value array;
st_assign_true : unit IntHash.t;
st_reason : clause option array;
st_level : int array;
st_seen_var : int array;
st_refs : int array;
st_pinned : bool array;
st_simpl_prop : clause LitMap.t array;
st_watched : clause list array;
st_associated_vars : var list array;
mutable st_trail : lit list;
mutable st_trail_lim : lit list list;
st_prop_queue : lit Queue.t;
mutable st_cur_level : int;
mutable st_min_level : int;
mutable st_seen : int;
mutable st_var_queue_head : var list;
st_var_queue : var Queue.t;
mutable st_cost : int;
st_print_var : Format.formatter -> int -> unit;
mutable st_coherent : bool;
mutable st_buffer : (int * bool) list list
}
let copy_clause p =
let n = Array.length p in
let a = Array.make n None in
Array.iteri
(fun i c ->
let copy = function
| None -> None
| Some cl -> Some { cl with lits = Array.copy cl.lits }
in
a.(i) <- copy c)
p ;
a
let copy_simpl_prop p =
let n = Array.length p in
let a = Array.make n LitMap.empty in
Array.iteri
(fun i l ->
let copy cl = { cl with lits = Array.copy cl.lits } in
let l' = LitMap.map (fun clause -> copy clause) l in
a.(i) <- l')
p ;
a
let copy_watched p =
let n = Array.length p in
let a = Array.make n [] in
Array.iteri
(fun i l ->
let copy cl = { cl with lits = Array.copy cl.lits } in
let l' = List.map (fun clause -> copy clause) l in
a.(i) <- l')
p ;
a
let copy st =
{ st_assign = Array.copy st.st_assign;
st_assign_true = IntHash.copy st.st_assign_true;
st_reason = copy_clause st.st_reason;
st_level = Array.copy st.st_level;
st_seen_var = Array.copy st.st_seen_var;
st_refs = Array.copy st.st_refs;
st_pinned = Array.copy st.st_pinned;
st_simpl_prop = copy_simpl_prop st.st_simpl_prop;
st_watched = copy_watched st.st_watched;
st_associated_vars = Array.copy st.st_associated_vars;
st_trail = st.st_trail;
st_trail_lim = st.st_trail_lim;
st_prop_queue = Queue.copy st.st_prop_queue;
st_cur_level = st.st_cur_level;
st_min_level = st.st_min_level;
st_seen = st.st_seen;
st_var_queue_head = st.st_var_queue_head;
st_var_queue = Queue.copy st.st_var_queue;
st_cost = st.st_cost;
st_print_var = st.st_print_var;
st_coherent = st.st_coherent;
st_buffer = st.st_buffer
}
let charge st x = st.st_cost <- st.st_cost + x
let pin_var st x = st.st_pinned.(x) <- true
let unpin_var st x = st.st_pinned.(x) <- false
let enqueue_var st x =
charge st 1 ;
pin_var st x ;
Queue.push x st.st_var_queue
let rec dequeue_var st =
let x =
match st.st_var_queue_head with
| x :: r ->
st.st_var_queue_head <- r ;
x
| [] -> ( try Queue.take st.st_var_queue with Queue.Empty -> -1)
in
if x = -1 then x
else (
unpin_var st x ;
if st.st_refs.(x) = 0 || st.st_assign.(x) <> Unknown then dequeue_var st
else x)
let var_of_lit p = p lsr 1
let pol_of_lit p = p land 1 = 0
let lit_of_var v s = if s then v + v else v + v + 1
let lit_neg p = p lxor 1
let val_neg v =
match v with True -> False | False -> True | Unknown -> Unknown
let val_of_bool b = if b then True else False
let val_of_lit st p =
let v = st.st_assign.(var_of_lit p) in
if pol_of_lit p then v else val_neg v
let print_val ch v =
Format.fprintf
ch
"%s"
(match v with True -> "True" | False -> "False" | Unknown -> "Unknown")
let print_lits st ch lits =
Format.fprintf ch "{" ;
Array.iter
(fun p ->
if pol_of_lit p then
Format.fprintf ch " +%a" st.st_print_var (var_of_lit p)
else Format.fprintf ch " -%a" st.st_print_var (var_of_lit p))
lits ;
Format.fprintf ch " }"
let print_rule st ch r = print_lits st ch r.lits
let store st r =
let clause =
Array.fold_left
(fun acc p ->
if pol_of_lit p then (var_of_lit p, true) :: acc
else (var_of_lit p, false) :: acc)
[]
r.lits
in
st.st_buffer <- clause :: st.st_buffer
let dump st = List.rev_map (fun x -> List.rev x) st.st_buffer
exception Conflict of clause option
let enqueue st p reason =
charge st 1 ;
(if !debug then
match reason with
| Some r -> Format.eprintf "Applying rule %a@." (print_rule st) r
| _ -> ()) ;
match val_of_lit st p with
| False ->
if !debug then
if pol_of_lit p then
Format.eprintf "Cannot install %a@." st.st_print_var (var_of_lit p)
else
Format.eprintf
"Already installed %a@."
st.st_print_var
(var_of_lit p) ;
raise (Conflict reason)
| True -> ()
| Unknown ->
if !debug then
if pol_of_lit p then
Format.eprintf "Installing %a@." st.st_print_var (var_of_lit p)
else
Format.eprintf
"Should not install %a@."
st.st_print_var
(var_of_lit p) ;
let x = var_of_lit p in
st.st_assign.(x) <- val_of_bool (pol_of_lit p) ;
if st.st_assign.(x) = True then IntHash.add st.st_assign_true x () ;
st.st_reason.(x) <- reason ;
st.st_level.(x) <- st.st_cur_level ;
st.st_trail <- p :: st.st_trail ;
List.iter
(fun x ->
charge st 1 ;
let refs = st.st_refs.(x) in
if refs = 0 then enqueue_var st x ;
st.st_refs.(x) <- st.st_refs.(x) + 1)
st.st_associated_vars.(p) ;
Queue.push p st.st_prop_queue
let rec find_not_false st lits i l =
if i = l then -1
else if val_of_lit st lits.(i) <> False then i
else find_not_false st lits (i + 1) l
let propagate_in_clause st r p =
charge st 1 ;
let p' = lit_neg p in
if r.lits.(0) = p' then (
r.lits.(0) <- r.lits.(1) ;
r.lits.(1) <- p') ;
if val_of_lit st r.lits.(0) = True then
st.st_watched.(p) <- r :: st.st_watched.(p)
else
let i = find_not_false st r.lits 2 (Array.length r.lits) in
if i = -1 then (
st.st_watched.(p) <- r :: st.st_watched.(p) ;
enqueue st r.lits.(0) (Some r))
else (
r.lits.(1) <- r.lits.(i) ;
r.lits.(i) <- p' ;
let p = lit_neg r.lits.(1) in
st.st_watched.(p) <- r :: st.st_watched.(p))
let propagate st =
try
while not (Queue.is_empty st.st_prop_queue) do
charge st 1 ;
let p = Queue.take st.st_prop_queue in
LitMap.iter (fun p r -> enqueue st p (Some r)) st.st_simpl_prop.(p) ;
let l = ref st.st_watched.(p) in
st.st_watched.(p) <- [] ;
try
while
match !l with
| r :: rem ->
l := rem ;
propagate_in_clause st r p ;
true
| [] -> false
do
()
done
with Conflict _ as e ->
st.st_watched.(p) <- !l @ st.st_watched.(p) ;
raise e
done
with Conflict _ as e ->
Queue.clear st.st_prop_queue ;
raise e
let raise_level st =
st.st_cur_level <- st.st_cur_level + 1 ;
st.st_trail_lim <- st.st_trail :: st.st_trail_lim ;
st.st_trail <- []
let assume st p =
raise_level st ;
enqueue st p None
let protect st =
propagate st ;
raise_level st ;
st.st_min_level <- st.st_cur_level
let undo_one st p =
let x = var_of_lit p in
if !debug then Format.eprintf "Cancelling %a@." st.st_print_var x ;
if st.st_assign.(x) = True then IntHash.remove st.st_assign_true x ;
st.st_assign.(x) <- Unknown ;
st.st_reason.(x) <- None ;
st.st_level.(x) <- -1 ;
List.iter
(fun x ->
charge st 1 ;
st.st_refs.(x) <- st.st_refs.(x) - 1)
st.st_associated_vars.(p) ;
if st.st_refs.(x) > 0 && not st.st_pinned.(x) then enqueue_var st x
let cancel st =
st.st_cur_level <- st.st_cur_level - 1 ;
List.iter (fun p -> undo_one st p) st.st_trail ;
match st.st_trail_lim with
| [] -> assert false
| l :: r ->
st.st_trail <- l ;
st.st_trail_lim <- r
let reset st =
if !debug then Format.eprintf "Reset@." ;
while st.st_trail_lim <> [] do
cancel st
done ;
for i = 0 to Array.length st.st_refs - 1 do
st.st_refs.(i) <- 0 ;
st.st_pinned.(i) <- false
done ;
st.st_var_queue_head <- [] ;
st.st_min_level <- 0 ;
Queue.clear st.st_var_queue ;
st.st_coherent <- true
let rec find_next_lit st =
match st.st_trail with
| [] -> assert false
| p :: rem ->
st.st_trail <- rem ;
if st.st_seen_var.(var_of_lit p) = st.st_seen then (
let reason = st.st_reason.(var_of_lit p) in
undo_one st p ;
(p, reason))
else (
undo_one st p ;
find_next_lit st)
let analyze st conflict =
st.st_seen <- st.st_seen + 1 ;
let counter = ref 0 in
let learnt = ref [] in
let bt_level = ref 0 in
let reasons = ref [] in
let r = ref conflict in
while
if !debug then (
Array.iter
(fun p ->
Format.eprintf
"%d:%a (%b/%d) "
p
print_val
(val_of_lit st p)
(st.st_reason.(var_of_lit p) <> None)
st.st_level.(var_of_lit p))
!r.lits ;
Format.eprintf "@.") ;
reasons := !r.reasons @ !reasons ;
for i = 0 to Array.length !r.all_lits - 1 do
let p = !r.all_lits.(i) in
let x = var_of_lit p in
if st.st_seen_var.(x) <> st.st_seen then (
assert (val_of_lit st p = False) ;
st.st_seen_var.(x) <- st.st_seen ;
let level = st.st_level.(x) in
if level = st.st_cur_level then incr counter
else (
learnt := p :: !learnt ;
bt_level := max level !bt_level))
done ;
let (p, reason) = find_next_lit st in
decr counter ;
(if !counter = 0 then learnt := lit_neg p :: !learnt
else match reason with Some r' -> r := r' | None -> assert false) ;
!counter > 0
do
()
done ;
if !debug then (
List.iter
(fun p ->
Format.eprintf
"%d:%a/%d "
p
print_val
(val_of_lit st p)
st.st_level.(var_of_lit p))
!learnt ;
Format.eprintf "@.") ;
(Array.of_list !learnt, !reasons, !bt_level)
let find_highest_level st lits =
let level = ref (-1) in
let i = ref 0 in
Array.iteri
(fun j p ->
if st.st_level.(var_of_lit p) > !level then (
level := st.st_level.(var_of_lit p) ;
i := j))
lits ;
!i
let backjump f st r =
let (learnt, reasons, level) = analyze st r in
let level = max st.st_min_level level in
while st.st_cur_level > level do
cancel st
done ;
assert (val_of_lit st learnt.(0) = Unknown) ;
let rule = { lits = learnt; all_lits = learnt; reasons } in
if !debug then Format.eprintf "Learning %a@." (print_rule st) rule ;
if Array.length learnt > 1 then (
let i = find_highest_level st learnt in
assert (i > 0) ;
let p' = learnt.(i) in
learnt.(i) <- learnt.(1) ;
learnt.(1) <- p' ;
let p = lit_neg learnt.(0) in
let p' = lit_neg p' in
st.st_watched.(p) <- rule :: st.st_watched.(p) ;
st.st_watched.(p') <- rule :: st.st_watched.(p')) ;
enqueue st learnt.(0) (Some rule) ;
st.st_cur_level > st.st_min_level && f st
let rec solve_all_rec callback st =
match
try
propagate st ;
None
with Conflict r -> Some r
with
| None ->
let x = dequeue_var st in
if x < 0 then (
callback st ;
if st.st_cur_level = 0 then (
if !debug then Format.eprintf "Search Completed.@." ;
true)
else (
if !debug then Format.eprintf "Solution found.@." ;
let assignment =
let acc = ref [] in
for v = 0 to Array.length st.st_assign - 1 do
match st.st_assign.(v) with
| True -> acc := lit_of_var v true :: !acc
| False -> acc := lit_of_var v false :: !acc
| Unknown -> ()
done ;
!acc
in
let m = Array.of_list (List.map lit_neg assignment) in
let r = { lits = m; all_lits = m; reasons = [] } in
backjump (solve_all_rec callback) st r))
else (
assume st (lit_of_var x false) ;
solve_all_rec callback st)
| Some r ->
let r = match r with None -> assert false | Some r -> r in
backjump (solve_all_rec callback) st r
let rec solve_rec st =
match
try
propagate st ;
None
with Conflict r -> Some r
with
| None ->
let x = dequeue_var st in
x < 0
||
(assume st (lit_of_var x false) ;
solve_rec st)
| Some r ->
let r = match r with None -> assert false | Some r -> r in
backjump solve_rec st r
let rec solve_aux ?callback st x =
let s =
if Option.is_none callback then solve_rec
else solve_all_rec (Option.get callback)
in
assert (st.st_cur_level = st.st_min_level) ;
propagate st ;
try
let p = lit_of_var x true in
assume st p ;
assert (st.st_cur_level = st.st_min_level + 1) ;
if s st then (
protect st ;
true)
else solve_aux st ?callback x
with Conflict _ ->
st.st_coherent <- false ;
false
let solve st x = solve_aux st x
let solve_all callback st x = solve_aux ~callback st x
let rec solve_lst_rec st l0 l =
match l with
| [] -> true
| x :: r ->
protect st ;
List.iter (fun x -> enqueue st (lit_of_var x true) None) l0 ;
propagate st ;
if solve st x then (
if r <> [] then reset st ;
solve_lst_rec st (x :: l0) r)
else false
let solve_lst st l = solve_lst_rec st [] l
let debug b = debug := b
let set_buffer b = buffer := b
let initialize_problem ?(print_var = fun fmt -> Format.fprintf fmt "%d")
?(buffer = false) n =
if buffer then set_buffer true ;
{ st_assign = Array.make n Unknown;
st_assign_true = IntHash.create n;
st_reason = Array.make n None;
st_level = Array.make n (-1);
st_seen_var = Array.make n (-1);
st_refs = Array.make n 0;
st_pinned = Array.make n false;
st_simpl_prop = Array.make (2 * n) LitMap.empty;
st_watched = Array.make (2 * n) [];
st_associated_vars = Array.make (2 * n) [];
st_trail = [];
st_trail_lim = [];
st_prop_queue = Queue.create ();
st_cur_level = 0;
st_min_level = 0;
st_seen = 0;
st_var_queue_head = [];
st_var_queue = Queue.create ();
st_cost = 0;
st_print_var = print_var;
st_coherent = true;
st_buffer = []
}
let insert_simpl_prop st r p p' =
let p = lit_neg p in
if not (LitMap.mem p' st.st_simpl_prop.(p)) then
st.st_simpl_prop.(p) <- LitMap.add p' r st.st_simpl_prop.(p)
let add_bin_rule st lits p p' reasons =
let r = { lits = [| p; p' |]; all_lits = lits; reasons } in
if !buffer then store st r ;
insert_simpl_prop st r p p' ;
insert_simpl_prop st r p' p
let add_un_rule st lits p reasons =
let r = { lits = [| p |]; all_lits = lits; reasons } in
if !buffer then store st r ;
enqueue st p (Some r)
let add_rule st lits reasons =
let is_true = ref false in
let all_lits = Array.copy lits in
let j = ref 0 in
for i = 0 to Array.length lits - 1 do
match val_of_lit st lits.(i) with
| True -> is_true := true
| False -> ()
| Unknown ->
lits.(!j) <- lits.(i) ;
incr j
done ;
let lits = Array.sub lits 0 !j in
if not !is_true then
match Array.length lits with
| 0 -> assert false
| 1 -> add_un_rule st all_lits lits.(0) reasons
| 2 -> add_bin_rule st all_lits lits.(0) lits.(1) reasons
| _ ->
let rule = { lits; all_lits; reasons } in
let p = lit_neg rule.lits.(0) in
let p' = lit_neg rule.lits.(1) in
if !buffer then store st rule ;
assert (val_of_lit st p <> False) ;
assert (val_of_lit st p' <> False) ;
st.st_watched.(p) <- rule :: st.st_watched.(p) ;
st.st_watched.(p') <- rule :: st.st_watched.(p')
let associate_vars st lit l =
st.st_associated_vars.(lit) <- l @ st.st_associated_vars.(lit)
let rec collect_rec st x l =
if st.st_seen_var.(x) = st.st_seen then l
else (
st.st_seen_var.(x) <- st.st_seen ;
match st.st_reason.(x) with
| None -> l
| Some r ->
r.reasons
@ Array.fold_left
(fun l p -> collect_rec st (var_of_lit p) l)
l
r.all_lits)
let collect_reasons st x =
st.st_seen <- st.st_seen + 1 ;
collect_rec st x []
let collect_reasons_lst st l =
st.st_seen <- st.st_seen + 1 ;
let x = List.find (fun x -> st.st_assign.(x) = False) l in
collect_rec st x []
let assignment st = st.st_assign
let assignment_true st =
IntHash.fold (fun k _ acc -> k :: acc) st.st_assign_true []
let stats st =
let (t, f, u) =
Array.fold_left
(fun (t, f, u) -> function
| True -> (t + 1, f, u)
| False -> (t, f + 1, u)
| Unknown -> (t, f, u + 1))
(0, 0, 0)
st.st_assign
in
Format.eprintf "Variables %d@." (Array.length st.st_assign) ;
Format.eprintf "st_assign: True: %d False: %d Unknown: %d@." t f u ;
Format.eprintf
"st_associated_vars %d@."
(Array.length st.st_associated_vars) ;
Format.eprintf "st_cost %d@." st.st_cost
end