# Copyright 2016 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. # ============================================================================== """Converts assert statements to their corresponding TF calls.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import gast from tensorflow.python.autograph.core import converter from tensorflow.python.autograph.pyct import templates class AssertTransformer(converter.Base): """Transforms Assert nodes to Call so they can be handled as functions.""" def visit_Assert(self, node): self.generic_visit(node) # Note: The lone tf.Assert call will be wrapped with control_dependencies # by side_effect_guards. template = """ ag__.assert_stmt(test, lambda: msg) """ if node.msg is None: return templates.replace( template, test=node.test, msg=gast.Str('Assertion error')) elif isinstance(node.msg, gast.Str): return templates.replace(template, test=node.test, msg=node.msg) else: raise NotImplementedError('can only convert string messages for now.') def transform(node, ctx): return AssertTransformer(ctx).visit(node)