#ifndef TH_GENERIC_FILE #define TH_GENERIC_FILE "torch/csrc/generic/Storage.cpp" #else #include PyObject *THPStorageClass = nullptr; PyObject * THPStorage_(New)(c10::intrusive_ptr ptr) { AT_ASSERT(ptr); PyTypeObject *type = (PyTypeObject *)THPStorageClass; PyObject *obj = type->tp_alloc(type, 0); if (obj) { ((THPStorage *)obj)->cdata = ptr.release(); } return obj; } static void THPStorage_(dealloc)(THPStorage* self) { if (self->cdata) { c10::raw::intrusive_ptr::decref(self->cdata); } Py_TYPE(self)->tp_free((PyObject*)self); } static PyObject * THPStorage_(pynew)(PyTypeObject *type, PyObject *args, PyObject *kwargs) { HANDLE_TH_ERRORS static torch::PythonArgParser parser({ THPStorageStr "(*, int64_t allocator=None, Device device=None)", THPStorageStr "(int64_t size, *, int64_t allocator=None, Device device=None)", THPStorageStr "(PyObject* sequence, *, int64_t allocator=None, Device device=None)", }); torch::ParsedArgs<3> parsed_args; auto r = parser.parse(args, kwargs, parsed_args); int64_t allocator_arg_idx = 0; int64_t device_arg_idx = 1; if (r.idx > 0) { allocator_arg_idx = 1; device_arg_idx = 2; } c10::optional allocator_opt = r.toInt64Optional(allocator_arg_idx); c10::optional device_opt = r.deviceOptional(device_arg_idx); TORCH_CHECK(!allocator_opt.has_value() || !device_opt.has_value(), THPStorageStr, "(): only one or neither of 'allocator' or 'device' can ", "be given, but not both"); THPStoragePtr self((THPStorage *)type->tp_alloc(type, 0)); THPUtils_assert(self, "failed to allocate a " THPStorageStr " object"); c10::Allocator* allocator = nullptr; at::OptionalDeviceGuard device_guard; if (allocator_opt.has_value()) { allocator = reinterpret_cast(allocator_opt.value()); } else if (device_opt.has_value()) { at::Device device = device_opt.value(); if (device.type() == at::kCPU) { allocator = c10::GetDefaultCPUAllocator(); #ifdef USE_CUDA } else if (device.type() == at::kCUDA) { at::globalContext().lazyInitCUDA(); allocator = c10::cuda::CUDACachingAllocator::get(); #endif } else { TORCH_CHECK(false, THPStorageStr, "(): Storage device not recognized: ", device.type()); } device_guard.reset_device(device); } else { allocator = c10::GetDefaultCPUAllocator(); } // torch.Storage(*, ...) if (r.idx == 0) { self->cdata = c10::make_intrusive( c10::StorageImpl::use_byte_size_t(), 0, allocator, /*resizable=*/true).release(); return (PyObject*)self.release(); // torch.Storage(size, *, ...) } else if (r.idx == 1) { int64_t size = r.toInt64(0); self->cdata = c10::make_intrusive( c10::StorageImpl::use_byte_size_t(), size, allocator, /*resizable=*/true).release(); return (PyObject*)self.release(); // torch.Storage(sequence, *, ...) } else if (r.idx == 2) { PyObject *sequence = r.pyobject(0); Py_ssize_t length = PySequence_Length(sequence); TORCH_CHECK(PySequence_Check(sequence), THPStorageStr, "(): Expected a sequence type, but got ", THPUtils_typename(sequence)); TORCH_CHECK(length >= 0, THPStorageStr, "(): Could not obtain the length of sequence of type ", THPUtils_typename(sequence)); self->cdata = c10::make_intrusive( c10::StorageImpl::use_byte_size_t(), length, allocator, /*resizable=*/true) .release(); THPObjectPtr item; try { for (Py_ssize_t i = 0; i < length; i++) { item = PySequence_GetItem(sequence, i); // NOLINTNEXTLINE(cppcoreguidelines-init-variables) scalar_t value = THPUtils_(unpackReal)(item.get()); if (allocator == c10::GetDefaultCPUAllocator()) { self->cdata->unsafe_data()[i] = value; } else { // TODO: this might be slow - consider batched updates? storage_set( at::unsafeStorageFromTH(self->cdata, /*retain=*/true), i, value); } } } catch (const std::exception &e) { THPUtils_setError(THPStorageStr "(): tried to construct a storage from a sequence (%s), " "but one of the items was of type %s instead of %s", THPUtils_typename(sequence), THPUtils_typename(item.get()), THPUtils_typeTraits::python_type_str); return nullptr; } return (PyObject*)self.release(); } Py_RETURN_NONE; END_HANDLE_TH_ERRORS } static Py_ssize_t THPStorage_(length)(THPStorage *self) { HANDLE_TH_ERRORS return self->cdata->nbytes() / sizeof(scalar_t); END_HANDLE_TH_ERRORS_RET(-1) } static PyObject * THPStorage_(get)(THPStorage *self, PyObject *index) { HANDLE_TH_ERRORS /* Integer index */ if (THPUtils_checkLong(index)) { int64_t nindex = THPUtils_unpackLong(index); if (nindex < 0) nindex += (self->cdata->nbytes() / sizeof(scalar_t)); if (nindex < 0 || nindex >= static_cast(self->cdata->nbytes() / sizeof(scalar_t))) { PyErr_SetString(PyExc_IndexError, fmt::format( "index {} out of range for storage of size {}", nindex, self->cdata->nbytes() / sizeof(scalar_t))); return nullptr; } scalar_t value = storage_get(at::unsafeStorageFromTH(self->cdata, /*retain=*/true), nindex); return THPUtils_(newReal)(value); /* Slice index */ } else if (PySlice_Check(index)) { // NOLINTNEXTLINE(cppcoreguidelines-init-variables) Py_ssize_t start, stop, slicelength, step; int64_t len = self->cdata->nbytes() / sizeof(scalar_t); if (!THPUtils_parseSlice(index, len, &start, &stop, &step, &slicelength)) return nullptr; if (step != 1) { THPUtils_setError("Trying to slice with a step of %lld, but only a step of " "1 is supported", (long long)step); return nullptr; } scalar_t *data = self->cdata->data(); at::StorageImpl* old_storage = self->cdata; c10::raw::intrusive_ptr::incref(old_storage); auto new_storage = c10::make_intrusive( c10::StorageImpl::use_byte_size_t(), #ifdef THQUANTIZED slicelength * sizeof(quantized_t), #else slicelength * sizeof(scalar_t), #endif at::DataPtr( static_cast(data + start), old_storage, [](void* s) { c10::raw::intrusive_ptr::decref(static_cast(s)); }, old_storage->device()), old_storage->allocator(), /* resizable */ false); PyObject *_ret = THPStorage_(New)(std::move(new_storage)); return _ret; } PyErr_Format(PyExc_TypeError, "can't index a " THPStorageStr " with %s", THPUtils_typename(index)); return nullptr; END_HANDLE_TH_ERRORS } static int THPStorage_(set)(THPStorage *self, PyObject *index, PyObject *value) { HANDLE_TH_ERRORS if (!THPUtils_(checkReal)(value)) { THPUtils_setError("can only set storage content with a %s, but got " "%s instead", THPUtils_typeTraits::python_type_str, THPUtils_typename(value)); return -1; } scalar_t rvalue = THPUtils_(unpackReal)(value); if (THPUtils_checkLong(index)) { int64_t nindex = THPUtils_unpackLong(index); storage_set( at::unsafeStorageFromTH(self->cdata, /*retain=*/true), nindex, rvalue); return 0; } else if (PySlice_Check(index)) { // NOLINTNEXTLINE(cppcoreguidelines-init-variables) Py_ssize_t start, stop, slicelength, step; int64_t len = self->cdata->nbytes() / sizeof(scalar_t); if (!THPUtils_parseSlice(index, len, &start, &stop, &step, &slicelength)) return -1; if (step != 1) { THPUtils_setError("Trying to slice with a step of %lld, but only a step of " "1 is supported", (long long)step); return 0; } // TODO: check the bounds only once // TODO: fill? for (;start < stop; start++) storage_set( at::unsafeStorageFromTH(self->cdata, /*retain=*/true), start, rvalue); return 0; } THPUtils_setError("can't index a " THPStorageStr " with %s", THPUtils_typename(index)); return -1; END_HANDLE_TH_ERRORS_RET(-1) } static PyMappingMethods THPStorage_(mappingmethods) = { (lenfunc)THPStorage_(length), (binaryfunc)THPStorage_(get), (objobjargproc)THPStorage_(set) }; // TODO: implement equality PyTypeObject THPStorageType = { PyVarObject_HEAD_INIT(nullptr, 0) "torch._C." THPStorageBaseStr, /* tp_name */ sizeof(THPStorage), /* tp_basicsize */ 0, /* tp_itemsize */ (destructor)THPStorage_(dealloc), /* tp_dealloc */ 0, /* tp_vectorcall_offset */ nullptr, /* tp_getattr */ nullptr, /* tp_setattr */ nullptr, /* tp_reserved */ nullptr, /* tp_repr */ nullptr, /* tp_as_number */ nullptr, /* tp_as_sequence */ &THPStorage_(mappingmethods), /* tp_as_mapping */ nullptr, /* tp_hash */ nullptr, /* tp_call */ nullptr, /* tp_str */ nullptr, /* tp_getattro */ nullptr, /* tp_setattro */ nullptr, /* tp_as_buffer */ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE, /* tp_flags */ nullptr, /* tp_doc */ nullptr, /* tp_traverse */ nullptr, /* tp_clear */ nullptr, /* tp_richcompare */ 0, /* tp_weaklistoffset */ nullptr, /* tp_iter */ nullptr, /* tp_iternext */ nullptr, /* will be assigned in init */ /* tp_methods */ nullptr, /* will be assigned in init */ /* tp_members */ nullptr, /* tp_getset */ nullptr, /* tp_base */ nullptr, /* tp_dict */ nullptr, /* tp_descr_get */ nullptr, /* tp_descr_set */ 0, /* tp_dictoffset */ nullptr, /* tp_init */ nullptr, /* tp_alloc */ THPStorage_(pynew), /* tp_new */ }; // NOLINTNEXTLINE(cppcoreguidelines-avoid-c-arrays,modernize-avoid-c-arrays,cppcoreguidelines-avoid-non-const-global-variables) static struct PyMemberDef THPStorage_(members)[] = { {(char*)"_cdata", T_ULONGLONG, offsetof(THPStorage, cdata), READONLY, nullptr}, {nullptr} }; static PyObject * THPStorage_(device)(THPStorage* self, void *unused) { HANDLE_TH_ERRORS return THPDevice_New(self->cdata->device()); END_HANDLE_TH_ERRORS } static PyObject * THPStorage_(dtype)(THPStorage *self, void *unused) { HANDLE_TH_ERRORS return torch::autograd::utils::wrap( torch::getTHPDtype(at::typeMetaToScalarType( #ifdef THQUANTIZED caffe2::TypeMeta::Make() #else caffe2::TypeMeta::Make() #endif ))); END_HANDLE_TH_ERRORS } typedef PyObject *(*getter)(PyObject *, void *); // NOLINTNEXTLINE(cppcoreguidelines-avoid-c-arrays,modernize-avoid-c-arrays,cppcoreguidelines-avoid-non-const-global-variables) static struct PyGetSetDef THPStorage_(properties)[] = { {"device", (getter)THPStorage_(device), nullptr, nullptr, nullptr}, {nullptr} }; // NOLINTNEXTLINE(bugprone-suspicious-include) #include // NOLINTNEXTLINE(bugprone-suspicious-include) #include bool THPStorage_(init)(PyObject *module) { static std::vector methods; THPUtils_addPyMethodDefs(methods, THPStorage_(methods)); THPUtils_addPyMethodDefs(methods, THPStorage_(sharingMethods)); THPStorageType.tp_methods = methods.data(); THPStorageType.tp_members = THPStorage_(members); THPStorageType.tp_getset = THPStorage_(properties); if (PyType_Ready(&THPStorageType) < 0) return false; Py_INCREF(&THPStorageType); PyModule_AddObject(module, THPStorageBaseStr, (PyObject *)&THPStorageType); return true; } void THPStorage_(postInit)(PyObject *module) { THPStorageClass = PyObject_GetAttrString(module, "_UntypedStorage"); if (!THPStorageClass) throw python_error(); } #endif