# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from paddle.utils import gast from .base_transformer import BaseTransformer from .utils import ast_to_source_code __all__ = [] cmpop_type_to_str = { gast.Eq: "==", gast.NotEq: "!=", gast.Lt: "<", gast.LtE: "<=", gast.Gt: ">", gast.GtE: ">=", gast.Is: "is", gast.IsNot: "is not", gast.In: "in", gast.NotIn: "not in", } def cmpop_node_to_str(node): return cmpop_type_to_str[type(node)] class LogicalTransformer(BaseTransformer): """ Transform python boolean op into Paddle logical op. For example: a = x > 1 and y < 1 Transformed code: a = _jst.And(lambda:x>1, lambda:y<1) """ def __init__(self, root): self.root = root def transform(self): return self.visit(self.root) def visit_UnaryOp(self, node): self.generic_visit(node) if isinstance(node.op, gast.Not): arg = ast_to_source_code(node.operand) new_node_str = f"_jst.Not({arg})" # NOTE: gast.parse returns Module(body=[expr(value=...)]) new_node = gast.parse(new_node_str).body[0].value return new_node return node def visit_BoolOp(self, node): self.generic_visit(node) if isinstance(node.op, gast.And): new_node = self._create_bool_op_node(node.values, 'And') elif isinstance(node.op, gast.Or): new_node = self._create_bool_op_node(node.values, 'Or') else: raise TypeError( "Only supports and/or syntax in control flow if statement." ) return new_node def _create_bool_op_node(self, nodes, api_type): ''' NOTE(liym27): The arguments of function convert_logical_XX should be callable so that they can be run according to the actual order. In `convert_logical_and(lambda:x>1, lambda:y<1)`, `lambda:y<1` must be run after `lambda:x>1`, If `x>1` is False, `y<1` should NOT be run. ''' assert ( len(nodes) > 1 ), "The length of BoolOp should be at least 2, but received {}.".format( len(nodes) ) if len(nodes) > 2: # Creates logic_and/logic_or node recursively. pre_logic_node = self._create_bool_op_node(nodes[:2], api_type) if len(nodes[2:]) == 1: post_logic_node = nodes[2] else: post_logic_node = self._create_bool_op_node(nodes[2:], api_type) nodes = [pre_logic_node] + [post_logic_node] args = [ast_to_source_code(child) for child in nodes] new_node_str = "_jst.{}(lambda:{}, lambda:{})".format( api_type, args[0], args[1] ) # NOTE: gast.parse return Module(body=[expr(...)]) new_node = gast.parse(new_node_str).body[0].value return new_node