// Licensed to the Apache Software Foundation (ASF) under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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. #include "contrib/libs/apache/arrow_next/cpp/src/arrow/c/dlpack.h" #include "contrib/libs/apache/arrow_next/cpp/src/arrow/array/array_base.h" #include "contrib/libs/apache/arrow_next/cpp/src/arrow/c/dlpack_abi.h" #include "contrib/libs/apache/arrow_next/cpp/src/arrow/device.h" #include "contrib/libs/apache/arrow_next/cpp/src/arrow/type.h" #include "contrib/libs/apache/arrow_next/cpp/src/arrow/type_traits.h" namespace arrow20::dlpack { namespace { Result GetDLDataType(const DataType& type) { DLDataType dtype; dtype.lanes = 1; dtype.bits = type.bit_width(); switch (type.id()) { case Type::INT8: case Type::INT16: case Type::INT32: case Type::INT64: dtype.code = DLDataTypeCode::kDLInt; return dtype; case Type::UINT8: case Type::UINT16: case Type::UINT32: case Type::UINT64: dtype.code = DLDataTypeCode::kDLUInt; return dtype; case Type::HALF_FLOAT: case Type::FLOAT: case Type::DOUBLE: dtype.code = DLDataTypeCode::kDLFloat; return dtype; case Type::BOOL: // DLPack supports byte-packed boolean values return Status::TypeError("Bit-packed boolean data type not supported by DLPack."); default: return Status::TypeError("DataType is not compatible with DLPack spec: ", type.ToString()); } } struct ManagerCtx { std::shared_ptr array; DLManagedTensor tensor; }; } // namespace Result ExportArray(const std::shared_ptr& arr) { // Define DLDevice struct nad check if array type is supported // by the DLPack protocol at the same time. Raise TypeError if not. // Supported data types: int, uint, float with no validity buffer. ARROW_ASSIGN_OR_RAISE(auto device, ExportDevice(arr)) // Define the DLDataType struct const DataType& type = *arr->type(); std::shared_ptr data = arr->data(); ARROW_ASSIGN_OR_RAISE(auto dlpack_type, GetDLDataType(type)); // Create ManagerCtx that will serve as the owner of the DLManagedTensor std::unique_ptr ctx(new ManagerCtx); // Define the data pointer to the DLTensor // If array is of length 0, data pointer should be NULL if (arr->length() == 0) { ctx->tensor.dl_tensor.data = NULL; } else { const auto data_offset = data->offset * type.byte_width(); ctx->tensor.dl_tensor.data = const_cast(data->buffers[1]->data() + data_offset); } ctx->tensor.dl_tensor.device = device; ctx->tensor.dl_tensor.ndim = 1; ctx->tensor.dl_tensor.dtype = dlpack_type; ctx->tensor.dl_tensor.shape = const_cast(&data->length); ctx->tensor.dl_tensor.strides = NULL; ctx->tensor.dl_tensor.byte_offset = 0; ctx->array = std::move(data); ctx->tensor.manager_ctx = ctx.get(); ctx->tensor.deleter = [](struct DLManagedTensor* self) { delete reinterpret_cast(self->manager_ctx); }; return &ctx.release()->tensor; } Result ExportDevice(const std::shared_ptr& arr) { // Check if array is supported by the DLPack protocol. if (arr->null_count() > 0) { return Status::TypeError("Can only use DLPack on arrays with no nulls."); } const DataType& type = *arr->type(); if (type.id() == Type::BOOL) { return Status::TypeError("Bit-packed boolean data type not supported by DLPack."); } if (!is_integer(type.id()) && !is_floating(type.id())) { return Status::TypeError("DataType is not compatible with DLPack spec: ", type.ToString()); } // Define DLDevice struct DLDevice device; if (arr->data()->buffers[1]->device_type() == DeviceAllocationType::kCPU) { device.device_id = 0; device.device_type = DLDeviceType::kDLCPU; return device; } else { return Status::NotImplemented( "DLPack support is implemented only for buffers on CPU device."); } } } // namespace arrow20::dlpack