DataType data_type() const { return data_type_; }
  Status status() const { return status_; }
  const Tensor& tensor() const { return tensor_; }

 private:
  Status status_;
  Output output_ = Output(Operation(nullptr), 0);
  Tensor tensor_;
  const std::string node_name_ = "";
  int32 index_ = 0;
  DataType data_type_ = DT_INVALID;
};

import java.io.Serializable


@ToolingModelContract(subTypes = [
    DataType.NullType::class,
    DataType.UnitType::class,
    DataType.ConstantType::class,
    DataType.IntDataType::class,
    DataType.LongDataType::class,
    DataType.StringDataType::class,
    DataType.BooleanDataType::class,
    DataClass::class
])
sealed interface DataType : Serializable {

    @ToolingModelContract(subTypes = [

    }
    data_types.push_back(data_type);
  }
  n->ClearAttr(type_attr_name);
  n->AddAttr(type_attr_name, data_types);

  return data_types;
}

// Add edges from lifted outside compilation argument nodes to `n` in Graph `g`.
void AddEdgesFromOutsideCompilationNodes(
    const int original_arg_count, const int arg_to_input_edge_offset,
    const std::vector<DataType>& data_types,

                      llvm::SmallVectorImpl<DataType>& data_types) {
  data_types.clear();
  std::vector<std::string> input_dtypes_vector;
  TF_RETURN_IF_ERROR(ParseNodeDataTypes(data_types_str, input_dtypes_vector));
  data_types.resize(input_dtypes_vector.size(), DT_INVALID);
  for (auto data_type : llvm::enumerate(input_dtypes_vector)) {
    if (!DataType_Parse(data_type.value(), &data_types[data_type.index()]))

Klaus Post <******@****.***> 1709924898 +0100

  DataType data_type = DT_INT32;
  std::initializer_list<int64_t> dims = {2, 3, 4, 5};
  Tensor tensor(data_type, TensorShape(dims));
  for (int i = 0; i < 2 * 3 * 4 * 5; ++i) {
    tensor.flat<int32>()(i) = i;
  }

  NodeDef node;
  auto builder = NodeDefBuilder("some_node", "Const")
                     .Attr("dtype", data_type)
                     .Attr("value", tensor);

  owner->reference.Unref();
  delete owner;
}

// Converts TF_DATAType to DLPack data type.
DLDataType GetDlDataType(TF_DataType data_type, TF_Status* status) {
  DLDataType dtype;
  dtype.lanes = 1;
  dtype.bits = TF_DataTypeSize(data_type) * 8;
  switch (data_type) {
    case TF_DataType::TF_BOOL:
      dtype.code = DLDataTypeCode::kDLBool;
      break;
    case TF_DataType::TF_HALF:

coderwander <******@****.***> 1715671610 +0800

Anis Eleuch <******@****.***> 1718034687 +0100

// Parses the command line flag strings to the specification of nodes in
// the Graph. `data_types` input string can be empty since the flag is optional.
Status ParseInputArrayInfo(absl::string_view array_names,
                           absl::string_view data_types,
                           absl::string_view shapes,
                           GraphImportConfig::InputArrays* inputs);