# Copyright 2022 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.
# ==============================================================================
"""Code to assist with the op_def_library."""

# pylint: disable=invalid-import-order, g-bad-import-order, unused-import
from tensorflow.python import pywrap_tensorflow
from tensorflow.python.framework import _op_def_library_pybind

from tensorflow.core.framework import attr_value_pb2


def process_inputs(op_name, producer_version, keywords):
  """Helper method to speed up `_apply_op_helper` in op_def_library."""
  attr_protos, inputs, input_types, output_structure = (
      _op_def_library_pybind.process_inputs(op_name, producer_version,
                                            keywords))
  for k, attr in attr_protos.items():
    attr_protos[k] = attr_value_pb2.AttrValue.FromString(attr)
  return attr_protos, inputs, input_types, output_structure