imandra-ai / abstract-transition-systems

[alpha] An implementation of several classic transition systems that describe algorithms for SAT or SMT, for interactive exploration

Abstract Transition Systems

An implementation of several classic transition systems that describe algorithms for SAT or SMT. The purpose is to make it very easy to experiment with new calculi or variants of existing calculi.

online version

• Calculi
  • DPLL
  • CDCL
  • mcsat '13
  • mcsat '17 (with non boolean propagations) …
• Interfaces
  • linenoise
  • interactive web UI

Example of a session

$ dune exec src/bin/main.exe -- -s dpll
picked ats dpll    
> init ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2))
> show
state:
  (st :status searching
   :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail ())
> next
choices:
  (0: (st :status searching
       :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (3*)) by "decide 3")
  (1: (st :status searching
       :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (2*)) by "decide 2")
  (2: (st :status searching
       :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (1*)) by "decide 1")
> pick 0
picked 0: next state by "decide 3"
  (st :status searching
   :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (3*))
> next 5
deterministic transition "propagate 2 from (-3 2)" to
  (st :status searching
   :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (2 3*))
deterministic transition "propagate -1 from (-2 -1 -3)" to
  (st :status searching
   :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2)) :trail (-1 2 3*))
done by "all vars decided", last state:
  (st :status sat :cs ((-1 2) (1 2) (-3 2) (3 1) (-2 -1 -3) (-2 3) (-3 2))
   :trail (-1 2 3*))

Run directly on the command line:

$ cat mcsat_unsat2
(
  (ty a)
  (fun x a)
  (fun y a)
  (fun z a)
  (assert (= x y))
  (assert (= y z))
  (assert (not (= x z)))
)

$ ./ats.exe -s mcsat -e 'load "mcsat_unsat2";show;auto 2;quit'
trail.cons true <- true
picked ats mcsat
state:
  (st :status searching
   :cs ((= x y)
        (= y z)
        (not (= x z)))
   :trail ((true <- true))
   :env ((ty a) (fun x a) (fun y a) (fun z a)))
trail.cons (= x y) <- true
trail.cons (= y z) <- true
deterministic transition "propagate (= x y) from (= x y)" to
  (st :status searching
   :cs ((= x y)
        (= y z)
        (not (= x z)))
   :trail (((= x y) <- true) (true <- true))
   :env ((ty a) (fun x a) (fun y a) (fun z a)))
deterministic transition "propagate (= y z) from (= y z)" to
  (st :status searching
   :cs ((= x y)
        (= y z)
        (not (= x z)))
   :trail (((= y z) <- true) ((= x y) <- true) (true <- true))
   :env ((ty a) (fun x a) (fun y a) (fun z a)))
trail.cons true <- true