Files
onnxruntime-swift-package-m…/objectivec/ort_value.mm
T
Rachel Guo c76787fd3e Enable SPM support for Ext and configure pipelines for extensions target testing (#3)
* initial ext files

* add a workable version of spm for extensions

* update

* update pipeline

* update pipelines

* fix dev/release pipelines for extensions pod

* fix dev pipelines for extensions pod

* fix release pipelines for extensions pod

* fix dev  pipelines for extensions pod

* adding empty include folder for configuring extensions target path

* test

* test

* test

* revert pipeline changes

* revert gitignore changes

* add ext pod binary target for release pipeline

* add pipeline for extensions

* update

* update package.swift

* update latest from branch

* update

* fix

* fix

* update

* try dummy empty file

* test

* update package.swift to use fatalerror

* syntax

* try gitignore revert

* update gitignore

* add -list

* onnxruntime-Package

* update using onnxruntime-Package

* update dev pipeline

* fix dev pipelines

* syntax

* pull extensions/

* update pipelines again

* syntax

* variables

* fix

* fix -r

* update Package.swift

* update Package.swift

* minor update

* address pr comments

* minor updates

* fix

* refine messages

* syntax

* syntax again

* address pr comments partial

* address pr comments

* add .h header file and notes

* minor updates

* syncing objc source files and add code to register custom ops using function pointer

* format

* move to the header for function doc

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
2023-08-11 10:07:43 -07:00

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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
#import "ort_value_internal.h"
#include <optional>
#import "cxx_api.h"
#import "error_utils.h"
#import "ort_enums_internal.h"
NS_ASSUME_NONNULL_BEGIN
namespace {
ORTTensorTypeAndShapeInfo* CXXAPIToPublicTensorTypeAndShapeInfo(
const Ort::ConstTensorTypeAndShapeInfo& CXXAPITensorTypeAndShapeInfo) {
auto* result = [[ORTTensorTypeAndShapeInfo alloc] init];
const auto elementType = CXXAPITensorTypeAndShapeInfo.GetElementType();
const std::vector<int64_t> shape = CXXAPITensorTypeAndShapeInfo.GetShape();
result.elementType = CAPIToPublicTensorElementType(elementType);
auto* shapeArray = [[NSMutableArray alloc] initWithCapacity:shape.size()];
for (size_t i = 0; i < shape.size(); ++i) {
shapeArray[i] = @(shape[i]);
}
result.shape = shapeArray;
return result;
}
ORTValueTypeInfo* CXXAPIToPublicValueTypeInfo(
const Ort::TypeInfo& CXXAPITypeInfo) {
auto* result = [[ORTValueTypeInfo alloc] init];
const auto valueType = CXXAPITypeInfo.GetONNXType();
result.type = CAPIToPublicValueType(valueType);
if (valueType == ONNX_TYPE_TENSOR) {
const auto tensorTypeAndShapeInfo = CXXAPITypeInfo.GetTensorTypeAndShapeInfo();
result.tensorTypeAndShapeInfo = CXXAPIToPublicTensorTypeAndShapeInfo(tensorTypeAndShapeInfo);
}
return result;
}
// out = a * b
// returns true iff the result does not overflow
bool SafeMultiply(size_t a, size_t b, size_t& out) {
return !__builtin_mul_overflow(a, b, &out);
}
} // namespace
@interface ORTValue ()
// pointer to any external tensor data to keep alive for the lifetime of the ORTValue
@property(nonatomic, nullable) NSMutableData* externalTensorData;
@end
@implementation ORTValue {
std::optional<Ort::Value> _value;
std::optional<Ort::TypeInfo> _typeInfo;
}
#pragma mark - Public
- (nullable instancetype)initWithTensorData:(NSMutableData*)tensorData
elementType:(ORTTensorElementDataType)elementType
shape:(NSArray<NSNumber*>*)shape
error:(NSError**)error {
try {
if (elementType == ORTTensorElementDataTypeString) {
ORT_CXX_API_THROW(
"ORTTensorElementDataTypeString element type provided. "
"Please call initWithTensorStringData:shape:error: instead to create an ORTValue with string data.",
ORT_INVALID_ARGUMENT);
}
const auto memoryInfo = Ort::MemoryInfo::CreateCpu(OrtDeviceAllocator, OrtMemTypeCPU);
const auto ONNXElementType = PublicToCAPITensorElementType(elementType);
const auto shapeVector = [shape]() {
std::vector<int64_t> result{};
result.reserve(shape.count);
for (NSNumber* dim in shape) {
result.push_back(dim.longLongValue);
}
return result;
}();
Ort::Value ortValue = Ort::Value::CreateTensor(
memoryInfo, tensorData.mutableBytes, tensorData.length,
shapeVector.data(), shapeVector.size(), ONNXElementType);
return [self initWithCXXAPIOrtValue:std::move(ortValue)
externalTensorData:tensorData
error:error];
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable instancetype)initWithTensorStringData:(NSArray<NSString*>*)tensorStringData
shape:(NSArray<NSNumber*>*)shape
error:(NSError**)error {
try {
Ort::AllocatorWithDefaultOptions allocator;
size_t tensorSize = 1U;
const auto shapeVector = [&tensorSize, shape]() {
std::vector<int64_t> result{};
result.reserve(shape.count);
for (NSNumber* dim in shape) {
const auto dimValue = dim.longLongValue;
if (dimValue < 0 || !SafeMultiply(static_cast<size_t>(dimValue), tensorSize, tensorSize)) {
ORT_CXX_API_THROW("Failed to compute the tensor size.", ORT_RUNTIME_EXCEPTION);
}
result.push_back(dimValue);
}
return result;
}();
if (tensorSize != [tensorStringData count]) {
ORT_CXX_API_THROW(
"Computed tensor size does not equal the length of the provided tensor string data.",
ORT_INVALID_ARGUMENT);
}
Ort::Value ortValue = Ort::Value::CreateTensor(
allocator, shapeVector.data(), shapeVector.size(), ONNX_TENSOR_ELEMENT_DATA_TYPE_STRING);
size_t index = 0;
for (NSString* stringData in tensorStringData) {
ortValue.FillStringTensorElement([stringData UTF8String], index++);
}
return [self initWithCXXAPIOrtValue:std::move(ortValue)
externalTensorData:nil
error:error];
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable ORTValueTypeInfo*)typeInfoWithError:(NSError**)error {
try {
return CXXAPIToPublicValueTypeInfo(*_typeInfo);
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable ORTTensorTypeAndShapeInfo*)tensorTypeAndShapeInfoWithError:(NSError**)error {
try {
const auto tensorTypeAndShapeInfo = _typeInfo->GetTensorTypeAndShapeInfo();
return CXXAPIToPublicTensorTypeAndShapeInfo(tensorTypeAndShapeInfo);
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable NSMutableData*)tensorDataWithError:(NSError**)error {
try {
const auto tensorTypeAndShapeInfo = _typeInfo->GetTensorTypeAndShapeInfo();
if (tensorTypeAndShapeInfo.GetElementType() == ONNX_TENSOR_ELEMENT_DATA_TYPE_STRING) {
ORT_CXX_API_THROW(
"This ORTValue holds string data. Please call tensorStringDataWithError: "
"instead to retrieve the string data from this ORTValue.",
ORT_RUNTIME_EXCEPTION);
}
const size_t elementCount = tensorTypeAndShapeInfo.GetElementCount();
const size_t elementSize = SizeOfCAPITensorElementType(tensorTypeAndShapeInfo.GetElementType());
size_t rawDataLength;
if (!SafeMultiply(elementCount, elementSize, rawDataLength)) {
ORT_CXX_API_THROW("failed to compute tensor data length", ORT_RUNTIME_EXCEPTION);
}
void* rawData;
Ort::ThrowOnError(Ort::GetApi().GetTensorMutableData(*_value, &rawData));
return [NSMutableData dataWithBytesNoCopy:rawData
length:rawDataLength
freeWhenDone:NO];
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable NSArray<NSString*>*)tensorStringDataWithError:(NSError**)error {
try {
const auto tensorTypeAndShapeInfo = _typeInfo->GetTensorTypeAndShapeInfo();
const size_t elementCount = tensorTypeAndShapeInfo.GetElementCount();
const size_t tensorStringDataLength = _value->GetStringTensorDataLength();
std::vector<char> tensorStringData(tensorStringDataLength, '\0');
std::vector<size_t> offsets(elementCount);
_value->GetStringTensorContent(tensorStringData.data(), tensorStringDataLength,
offsets.data(), offsets.size());
NSMutableArray<NSString*>* result = [NSMutableArray arrayWithCapacity:elementCount];
for (size_t idx = 0; idx < elementCount; ++idx) {
const size_t strLength = (idx == elementCount - 1) ? tensorStringDataLength - offsets[idx]
: offsets[idx + 1] - offsets[idx];
[result addObject:[[NSString alloc] initWithBytes:tensorStringData.data() + offsets[idx]
length:strLength
encoding:NSUTF8StringEncoding]];
}
return result;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
#pragma mark - Internal
- (nullable instancetype)initWithCXXAPIOrtValue:(Ort::Value&&)existingCXXAPIOrtValue
externalTensorData:(nullable NSMutableData*)externalTensorData
error:(NSError**)error {
if ((self = [super init]) == nil) {
return nil;
}
try {
_typeInfo = existingCXXAPIOrtValue.GetTypeInfo();
_externalTensorData = externalTensorData;
// transfer C++ Ort::Value ownership to this instance
_value = std::move(existingCXXAPIOrtValue);
return self;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error);
}
- (Ort::Value&)CXXAPIOrtValue {
return *_value;
}
@end
@implementation ORTValueTypeInfo
@end
@implementation ORTTensorTypeAndShapeInfo
@end
NS_ASSUME_NONNULL_END