tensorflow/contrib/session_bundle/bundle_shim.h

/* 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.
==============================================================================*/

// Shim for systems that need to load both SessionBundle and
// SavedModelBundle interchangeably during migration to SavedModel.
#ifndef TENSORFLOW_CONTRIB_SESSION_BUNDLE_BUNDLE_SHIM_H_
#define TENSORFLOW_CONTRIB_SESSION_BUNDLE_BUNDLE_SHIM_H_

#include <memory>

#include "tensorflow/cc/saved_model/loader.h"
#include "tensorflow/contrib/session_bundle/session_bundle.h"
#include "tensorflow/core/lib/core/status.h"
#include "tensorflow/core/lib/core/stringpiece.h"
#include "tensorflow/core/protobuf/meta_graph.pb.h"
#include "tensorflow/core/public/session.h"
#include "tensorflow/core/public/session_options.h"

namespace tensorflow {
namespace serving {
namespace internal {

// Adds an entry (key and value) to the input map of the signature def. Builds
// TensorInfos for the SignatureDefs by using the name and dtype information
// from the supplied map.
void AddInputToSignatureDef(
    const string& tensor_name,
    const std::unordered_map<string, DataType>& tensor_name_to_dtype,
    const string& input_map_key, SignatureDef* signature_def);

// Adds an entry (key and value) to the output map of the signature def. Builds
// TensorInfos for the SignatureDefs by using the name and dtype information
// from the supplied map.
void AddOutputToSignatureDef(
    const string& tensor_name,
    const std::unordered_map<string, DataType>& tensor_name_to_dtype,
    const string& output_map_key, SignatureDef* signature_def);

// Converts signatures in the MetaGraphDef into a SignatureDefs in the
// MetaGraphDef.
Status ConvertSignaturesToSignatureDefs(MetaGraphDef* meta_graph_def);

// Converts a SessionBundle to a SavedModelBundle.
Status ConvertSessionBundleToSavedModelBundle(
    SessionBundle& session_bundle, SavedModelBundle* saved_model_bundle);

}  // namespace internal

// Loads a SavedModel from either a session-bundle path or a SavedModel bundle
// path. If `is_session_bundle` is not a nullptr, sets it to `true` iff
// SavedModel was up-converted and loaded from a SessionBundle.
// `is_session_bundle` value should not be used if error is returned.
Status LoadSessionBundleOrSavedModelBundle(
    const SessionOptions& session_options, const RunOptions& run_options,
    const string& export_dir, const std::unordered_set<string>& tags,
    SavedModelBundle* bundle, bool* is_session_bundle = nullptr);

}  // namespace serving
}  // namespace tensorflow
#endif  // TENSORFLOW_CONTRIB_SESSION_BUNDLE_BUNDLE_SHIM_H_