# -*- coding: utf-8 -*- from collections import deque from typing import Union, NamedTuple import attr import funcy as fn from lenses import bind import mtl def flatten_binary(phi, op, dropT, shortT): def f(x): return x.args if isinstance(x, op) else [x] args = [arg for arg in phi.args if arg is not dropT] if any(arg is shortT for arg in args): return shortT elif not args: return dropT elif len(args) == 1: return args[0] else: return op(tuple(fn.mapcat(f, phi.args))) def _or(exp1, exp2): return flatten_binary(Or((exp1, exp2)), Or, BOT, TOP) def _and(exp1, exp2): return flatten_binary(And((exp1, exp2)), And, TOP, BOT) def _neg(exp): if isinstance(exp, _Bot): return _Top() elif isinstance(exp, _Top): return _Bot() elif isinstance(exp, Neg): return exp.arg return Neg(exp) def _eval(exp, trace, time=0): return mtl.pointwise_sat(exp)(trace, time) def _timeshift(exp, t): if exp in (BOT, TOP): return exp for _ in range(t): exp = Next(exp) return exp def _walk(exp): """Walk of the AST.""" pop = deque.pop children = deque([exp]) while len(children) > 0: node = pop(children) yield node children.extend(node.children) def _params(exp): def get_params(leaf): if isinstance(leaf, ModalOp): if isinstance(leaf.interval[0], Param): yield leaf.interval[0] if isinstance(leaf.interval[1], Param): yield leaf.interval[1] return set(fn.mapcat(get_params, exp.walk())) def _set_symbols(node, val): children = tuple(_set_symbols(c, val) for c in node.children) if hasattr(node, 'interval'): return node.evolve( arg=children[0], interval=_update_itvl(node.interval, val), ) elif isinstance(node, AtomicPred): return val.get(node.id, node) elif hasattr(node, 'args'): return node.evolve(args=children) elif hasattr(node, 'arg'): return node.evolve(arg=children[0]) return node def _inline_context(exp, context): phi, phi2 = exp, None while phi2 != phi: phi2, phi = phi, _set_symbols(phi, context) return phi def _atomic_predicates(exp): return set(bind(exp).Recur(AtomicPred).collect()) class Param(NamedTuple): name: str def __repr__(self): return self.name def ast_class(cls): cls.__or__ = _or cls.__and__ = _and cls.__invert__ = _neg cls.__call__ = _eval cls.__rshift__ = _timeshift cls.__getitem__ = _inline_context cls.walk = _walk cls.params = property(_params) cls.atomic_predicates = property(_atomic_predicates) cls.evolve = attr.evolve if not hasattr(cls, "children"): cls.children = property(lambda _: ()) return attr.s(frozen=True, auto_attribs=True, repr=False, slots=True)(cls) def _update_itvl(itvl, lookup): def _update_param(p): if not isinstance(p, Param) or p.name not in lookup: return p val = lookup[p.name] return val if isinstance(lookup, Param) else float(val) return Interval(*map(_update_param, itvl)) @ast_class class _Top: def __repr__(self): return "TRUE" @ast_class class _Bot: def __repr__(self): return "FALSE" TOP = _Top() BOT = _Bot() @ast_class class AtomicPred: id: str def __repr__(self): return f"{self.id}" class Interval(NamedTuple): lower: Union[float, Param] upper: Union[float, Param] def __repr__(self): return f"[{self.lower},{self.upper}]" @ast_class class NaryOpMTL: OP = "?" args: "Node" # TODO: when 3.7 is more common replace with type union. def __repr__(self): return "(" + f" {self.OP} ".join(f"{x}" for x in self.args) + ")" @property def children(self): return tuple(self.args) class Or(NaryOpMTL): OP = "|" class And(NaryOpMTL): OP = "&" @ast_class class ModalOp: OP = '?' interval: Interval arg: "Node" def __repr__(self): if self.interval.lower == 0 and self.interval.upper == float('inf'): return f"{self.OP}{self.arg}" return f"{self.OP}{self.interval}{self.arg}" @property def children(self): return (self.arg,) class F(ModalOp): OP = "< >" class G(ModalOp): OP = "[ ]" @ast_class class Until: arg1: "Node" arg2: "Node" def __repr__(self): return f"({self.arg1} U {self.arg2})" @property def children(self): return (self.arg1, self.arg2) @ast_class class Neg: arg: "Node" def __repr__(self): return f"~{self.arg}" @property def children(self): return (self.arg,) @ast_class class Next: arg: "Node" def __repr__(self): return f"@{self.arg}" @property def children(self): return (self.arg,) def type_pred(*args): ast_types = set(args) return lambda x: type(x) in ast_types