""" 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 `create_var/get_var` can `create/get` 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.framework.core import threading __tl_scope__ = threading.local() __all__ = [ 'get_cur_scope', 'enter_local_scope', 'leave_local_scope', 'create_var', 'get_var', 'scoped_function' ] def get_cur_scope(): """ Get current scope. :rtype: paddle.v2.framework.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.framework.core.Scope(None)) return __tl_scope__.cur_scope[-1] def enter_local_scope(): """ Enter a new local scope """ cur_scope = get_cur_scope() new_scope = paddle.v2.framework.core.Scope(cur_scope) __tl_scope__.cur_scope.append(new_scope) def leave_local_scope(): """ Leave local scope """ __tl_scope__.cur_scope.pop() def create_var(name): """ create variable in current scope. """ return get_cur_scope().create_var(name) def get_var(name): """ get variable in current scope. """ return get_cur_scope().get_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()