# pylint: disable=no-else-return, unidiomatic-typecheck, invalid-name """The expression functor of Relay.""" from .expr import Function, Call, Let, Var, GlobalVar from .expr import If, Tuple, TupleGetItem, Constant from .expr import RefCreate, RefRead, RefWrite from .adt import Constructor, Match, Clause from .op import Op class ExprFunctor: """ An abstract visitor defined over Expr. Defines the default dispatch over expressions, and implements memoization. """ def __init__(self): self.memo_map = {} # pylint: disable=no-else-return def visit(self, expr): """Apply the visitor to an expression.""" found = self.memo_map.get(expr) if found: return found if isinstance(expr, Function): res = self.visit_function(expr) elif isinstance(expr, Call): res = self.visit_call(expr) elif isinstance(expr, Let): res = self.visit_let(expr) elif isinstance(expr, Var): res = self.visit_var(expr) elif isinstance(expr, GlobalVar): res = self.visit_global_var(expr) elif isinstance(expr, If): res = self.visit_if(expr) elif isinstance(expr, Tuple): res = self.visit_tuple(expr) elif isinstance(expr, TupleGetItem): res = self.visit_tuple_getitem(expr) elif isinstance(expr, Constant): res = self.visit_constant(expr) elif isinstance(expr, Op): res = self.visit_op(expr) elif isinstance(expr, RefCreate): res = self.visit_ref_create(expr) elif isinstance(expr, RefRead): res = self.visit_ref_read(expr) elif isinstance(expr, RefWrite): res = self.visit_ref_write(expr) elif isinstance(expr, Constructor): res = self.visit_constructor(expr) elif isinstance(expr, Match): res = self.visit_match(expr) else: raise Exception("warning unhandled case: {0}".format(type(expr))) self.memo_map[expr] = res return res def visit_function(self, _): raise NotImplementedError() def visit_let(self, _): raise NotImplementedError() def visit_call(self, _): raise NotImplementedError() def visit_var(self, _): raise NotImplementedError() def visit_type(self, typ): return typ def visit_if(self, _): raise NotImplementedError() def visit_tuple(self, _): raise NotImplementedError() def visit_tuple_getitem(self, _): raise NotImplementedError() def visit_global_var(self, _): raise NotImplementedError() def visit_op(self, _): raise NotImplementedError() def visit_constant(self, _): raise NotImplementedError() def visit_ref_create(self, _): raise NotImplementedError() def visit_ref_write(self, _): raise NotImplementedError() def visit_ref_read(self, _): raise NotImplementedError() def visit_constructor(self, _): raise NotImplementedError() def visit_match(self, _): raise NotImplementedError() class ExprMutator(ExprFunctor): """ A functional visitor over Expr. The default behavior recursively traverses the AST and reconstructs the AST. """ def visit_function(self, fn): new_body = self.visit(fn.body) return Function( list(fn.params), new_body, fn.ret_type, fn.type_params, fn.attrs) def visit_let(self, let): new_var = self.visit(let.var) new_val = self.visit(let.value) new_body = self.visit(let.body) return Let(new_var, new_val, new_body) def visit_call(self, call): new_fn = self.visit(call.op) new_args = [self.visit(arg) for arg in call.args] return Call(new_fn, new_args, call.attrs) def visit_var(self, rvar): return rvar def visit_global_id(self, global_var): return global_var def visit_if(self, ite): return If( self.visit(ite.cond), self.visit(ite.true_branch), self.visit(ite.false_branch)) def visit_tuple(self, tup): return Tuple([self.visit(field) for field in tup.fields]) def visit_tuple_getitem(self, op): tuple_value = self.visit(op.tuple_value) if not tuple_value.same_as(op.tuple_value): return TupleGetItem(tuple_value, op.index) return op def visit_global_var(self, gvar): return gvar def visit_op(self, op): return op def visit_constant(self, const): return const def visit_constructor(self, con): return con def visit_match(self, m): return Match(self.visit(m.data), [Clause(c.lhs, self.visit(c.rhs)) for c in m.pattern]) def visit_ref_create(self, r): return RefCreate(self.visit(r.value)) def visit_ref_write(self, r): return RefWrite(self.visit(r.ref), self.visit(r.value)) def visit_ref_read(self, r): return RefRead(self.visit(r.ref))