# Copyright 2018 The TensorFlow 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. # ============================================================================== """Wraps function bodies with a try/except to rewrite error tracebacks. Only adds try/except wrappers to functions that have the anno.Basic.ORIGIN annotation because these are the functions originally written by the user. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function from tensorflow.python.autograph.core import converter from tensorflow.python.autograph.pyct import anno from tensorflow.python.autograph.pyct import templates class ErrorRewritingTransformer(converter.Base): """Possibly wraps the body of a function in a try/except. Only wraps functions that were originally defined by the user, detected by checking for the anno.Basic.ORIGIN annotation. """ def visit_FunctionDef(self, node): node = self.generic_visit(node) if (anno.hasanno(node, anno.Basic.ORIGIN) and len(self.enclosing_entities) <= 1): template = """ try: body except: ag__.rewrite_graph_construction_error(ag_source_map__) """ node.body = templates.replace(template, body=node.body) return node def transform(node, ctx): return ErrorRewritingTransformer(ctx).visit(node)