# Copyright (c) 2018 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. """ Default scope function. `Paddle` manages Scope as programming language's scope. It just a thread-local stack of Scope. Top of that stack is current scope, the bottom of that stack is all scopes' parent. Invoking `var/find_var` can `new/find` variable in current scope. Invoking `enter_local_scope/leave_local_scope` can create or destroy local scope. A `scoped_function` will take a `function` as input. That function will be invoked in a new local scope. """ import paddle.v2.fluid.core import threading __tl_scope__ = threading.local() __all__ = [ 'get_cur_scope', 'enter_local_scope', 'leave_local_scope', 'var', 'find_var', 'scoped_function', ] def get_cur_scope(): """ Get current scope. :rtype: paddle.v2.fluid.core.Scope """ cur_scope_stack = getattr(__tl_scope__, 'cur_scope', None) if cur_scope_stack is None: __tl_scope__.cur_scope = list() if len(__tl_scope__.cur_scope) == 0: __tl_scope__.cur_scope.append(paddle.v2.fluid.core.Scope()) return __tl_scope__.cur_scope[-1] def enter_local_scope(): """ Enter a new local scope """ cur_scope = get_cur_scope() new_scope = cur_scope.new_scope() __tl_scope__.cur_scope.append(new_scope) def leave_local_scope(): """ Leave local scope """ __tl_scope__.cur_scope.pop() get_cur_scope().drop_kids() def var(name): """ create variable in current scope. """ return get_cur_scope().var(name) def find_var(name): """ get variable in current scope. """ return get_cur_scope().find_var(name) def scoped_function(func): """ invoke `func` in new scope. :param func: a callable function that will be run in new scope. :type func: callable """ enter_local_scope() try: func() except: raise finally: leave_local_scope()