MLPY/Lib/site-packages/onnx/proto_utils.h

// Copyright (c) ONNX Project Contributors
//
// SPDX-License-Identifier: Apache-2.0

#pragma once

#include <google/protobuf/io/coded_stream.h>
#include <google/protobuf/io/zero_copy_stream_impl_lite.h>

#include <string>
#include <vector>

#include "onnx/onnx_pb.h"

#ifdef ONNX_USE_LITE_PROTO
#include <google/protobuf/message_lite.h>
#else // ONNX_USE_LITE_PROTO
#include <google/protobuf/message.h>
#endif // !ONNX_USE_LITE_PROTO

namespace ONNX_NAMESPACE {

#ifdef ONNX_USE_LITE_PROTO
using ::google::protobuf::MessageLite;
inline std::string ProtoDebugString(const MessageLite& proto) {
  // Since the MessageLite interface does not support reflection, there is very
  // little information that this and similar methods can provide.
  // But when using lite proto this is the best we can provide.
  return proto.ShortDebugString();
}
#else
using ::google::protobuf::Message;
inline std::string ProtoDebugString(const Message& proto) {
  return proto.ShortDebugString();
}
#endif

template <typename Proto>
bool ParseProtoFromBytes(Proto* proto, const char* buffer, size_t length) {
  ::google::protobuf::io::ArrayInputStream input_stream(buffer, static_cast<int>(length));
  ::google::protobuf::io::CodedInputStream coded_stream(&input_stream);
  int total_bytes_limit = (2048LL << 20) - 1;
#if GOOGLE_PROTOBUF_VERSION >= 3011000
  // Only take one parameter since protobuf 3.11
  coded_stream.SetTotalBytesLimit(total_bytes_limit);
#else
  // Total bytes hard limit / warning limit are set to 2GB and 512MB respectively.
  coded_stream.SetTotalBytesLimit(total_bytes_limit, 512LL << 20);
#endif

  return proto->ParseFromCodedStream(&coded_stream);
}

template <typename T>
inline std::vector<T> RetrieveValues(const AttributeProto& attr);
template <>
inline std::vector<int64_t> RetrieveValues(const AttributeProto& attr) {
  return {attr.ints().begin(), attr.ints().end()};
}

template <>
inline std::vector<std::string> RetrieveValues(const AttributeProto& attr) {
  return {attr.strings().begin(), attr.strings().end()};
}

template <>
inline std::vector<float> RetrieveValues(const AttributeProto& attr) {
  return {attr.floats().begin(), attr.floats().end()};
}

} // namespace ONNX_NAMESPACE