stash

.vscode/settings.json

@@ -1,3 +1,4 @@
 {
-    "discord.enabled": true
+    "discord.enabled": true,
+    "python.formatting.provider": "black"
 }

ontology.py

@@ -17,3 +17,4 @@ def propagate(atoms: Set[str]) -> Set[str]:
 def check(atoms: Set[str]) -> bool:
     atoms = atoms.intersection(DL_ATOMS)
     return atoms in models
+

propagator.py

@@ -1,9 +1,29 @@
 from copy import deepcopy
 from itertools import chain
-from operator import itemgetter
+from operator import getitem
 from typing import Iterable, List, Tuple
+from functools import partial
 import clingo
-from clingo import PropagateControl, PropagateInit, PropagateControl, PropagatorCheckMode, Assignment, Symbol, Control, TheoryAtom
+from clingo import (
+    PropagateControl,
+    PropagateInit,
+    PropagateControl,
+    PropagatorCheckMode,
+    Assignment,
+    Symbol,
+    Control,
+    TheoryAtom,
+)
+
+
+"""
+API notes:
+add_clause is disjunctive
+add_nogood is conjunctive
+
+defined appear in a rule head
+No way to strict atoms except through adding nogoods/clauses?
+"""
 
 import ontology as O
 
@@ -11,7 +31,7 @@ import ontology as O
 class Ontology:
     def init(self, init: PropagateInit) -> None:
         init.check_mode = PropagatorCheckMode.Total
-       
+
         self.assignment = dict()
 
         self.symbolic_atoms = {
@@ -22,37 +42,68 @@ class Ontology:
             init.solver_literal(atom.literal): atom.elements[0].terms[0].name
             for atom in init.theory_atoms
         }
-        self.symbolic_atoms_inv = { v: k for k, v in self.symbolic_atoms.items() }
-        self.theory_atoms_inv = { v: k for k, v in self.theory_atoms.items() }
-
+        self.symbolic_atoms_inv = {v: k for k, v in self.symbolic_atoms.items()}
+        self.theory_atoms_inv = {v: k for k, v in self.theory_atoms.items()}
 
         # Might only need to watch just theory atoms / just symbol atoms but for now
-        # watching everything is easier 
+        # watching everything is easier
         for lit in chain(self.symbolic_atoms, self.theory_atoms):
             init.add_watch(lit)
 
+        # Could add these with additional rules, but I think that will change the semantics of the O atoms.
+        # An ontology atom must be true if it's regular counterpart is also true
+        # The opposite direction is already enforced by rules.
+        for theory_atom in self.theory_atoms_inv:
+            theory_lit = self.theory_atoms_inv[theory_atom]
+            symbolic_lit = self.symbolic_atoms_inv[theory_atom]
+
+            init.add_clause((-symbolic_lit, theory_lit))
 
     def truthy_atoms_text(self):
-        return (str(self.lookup_solver_lit(atom)[0]) for atom in self.assignment if self.assignment[atom])
+        return (
+            str(self.lookup_solver_lit(atom)[0])
+            for atom in self.assignment
+            if self.assignment[atom]
+        )
 
     def atom_text_to_dl_atom(self, atoms: Iterable[str]) -> Iterable[int]:
-        return map(self.theory_atoms.get, atoms)
+        return (
+            lit
+            for atom in atoms
+            if (lit := self.theory_atoms_inv.get(atom)) is not None
+        )
 
     def falsey_atoms_text(self):
-        return (str(self.lookup_solver_lit(atom)[0]) for atom in self.assignment if not self.assignment[atom])
+        return (
+            str(self.lookup_solver_lit(atom)[0])
+            for atom in self.assignment
+            if not self.assignment[atom]
+        )
+
+    def assign_nogood_true(self, pcontrol: PropagateControl, lits: Iterable[int]):
+        not_lits = (-lit for lit in lits)
+        assignment = (
+            lit if is_pos else -lit
+            for lit, is_pos in chain(
+                self.symbolic_atoms.items(), self.theory_atoms.items()
+            )
+        )
+        pcontrol.add_nogood(chain(assignment, not_lits))
 
     def propagate(self, pcontrol: PropagateControl, changes) -> None:
+        print("propagate: ", end="")
+        self.print_assignment()
         for change in changes:
             atom = abs(change)
             assert atom not in self.assignment
             self.assignment[atom] = change >= 0
-        
+
         in_atoms = set(self.truthy_atoms_text())
-        out_atoms = self.atom_text_to_dl_atom(O.propagate())
+        out_atoms = set(self.atom_text_to_dl_atom(O.propagate(in_atoms)))
         new_atoms = out_atoms - in_atoms
-        new_lits = self.atom_text_to_dl_atom(new_atoms)
-
 
+        self.assign_nogood_true(pcontrol, new_atoms)
+        pcontrol.propagate()
 
     def undo(self, thread_id: int, assignment: Assignment, changes: List[int]):
         for change in changes:
@@ -60,9 +111,9 @@ class Ontology:
             del self.assignment[atom]
 
     def check(self, pcontrol: PropagateControl) -> None:
+        print("check: ", end="")
         self.print_assignment()
 
-
     def print_assignment(self):
         print("assignment: ", end="")
         for lit in self.assignment:
@@ -82,7 +133,6 @@ class Ontology:
         neg = "not " if is_neg else ""
         return f"({theory}{neg}{symbol})"
 
-
     def lookup_solver_lit(self, lit: int) -> Tuple[Symbol, bool, bool]:
         atom = abs(lit)
         if (atom_symb := self.symbolic_atoms.get(atom, None)) is not None:
@@ -92,10 +142,9 @@ class Ontology:
         return None, False, False
 
 
-program="""
+program = """
 a :- not b.
 b :- not a.
-c :- not d.
 """
 
 # Need to ground program before we can look up symbolic atoms and
@@ -103,7 +152,7 @@ c :- not d.
 # So we parse and ground and then revert back to text then reparse
 def add_external_atoms(program: str) -> str:
     control = clingo.Control(["0"])
-    control.add("base", [], program)
+    control.add("base", [], program.replace("\n", ""))
     control.ground([("base", [])])
 
     theory_grammar = """
@@ -111,15 +160,16 @@ def add_external_atoms(program: str) -> str:
     kterm {- : 0, unary };
     &o/0 : kterm, any
 }.
-    """
+"""
     external_atoms = "\n".join(
-        f"{atom} :- &o{{{atom}}}." for atom in 
-        (str(atom.symbol) for atom in control.symbolic_atoms)
+        f"{atom} :- &o{{{atom}}}."
+        for atom in (str(atom.symbol) for atom in control.symbolic_atoms)
     )
     return theory_grammar + program + external_atoms
 
 
 program = add_external_atoms(program)
+print(program)
 control = clingo.Control(["0"])
 propagator = Ontology()
 control.register_propagator(propagator)
@@ -133,4 +183,3 @@ control.ground([("base", [])])
 with control.solve(yield_=True) as solve_handle:
     for model in solve_handle:
         print("answer set:", model)
-