peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/include
/arrow
/buffer.h
// 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. | |
namespace arrow { | |
// ---------------------------------------------------------------------- | |
// Buffer classes | |
/// \class Buffer | |
/// \brief Object containing a pointer to a piece of contiguous memory with a | |
/// particular size. | |
/// | |
/// Buffers have two related notions of length: size and capacity. Size is | |
/// the number of bytes that might have valid data. Capacity is the number | |
/// of bytes that were allocated for the buffer in total. | |
/// | |
/// The Buffer base class does not own its memory, but subclasses often do. | |
/// | |
/// The following invariant is always true: Size <= Capacity | |
class ARROW_EXPORT Buffer { | |
public: | |
ARROW_DISALLOW_COPY_AND_ASSIGN(Buffer); | |
/// \brief Construct from buffer and size without copying memory | |
/// | |
/// \param[in] data a memory buffer | |
/// \param[in] size buffer size | |
/// | |
/// \note The passed memory must be kept alive through some other means | |
Buffer(const uint8_t* data, int64_t size) | |
: is_mutable_(false), | |
is_cpu_(true), | |
data_(data), | |
size_(size), | |
capacity_(size), | |
device_type_(DeviceAllocationType::kCPU) { | |
SetMemoryManager(default_cpu_memory_manager()); | |
} | |
Buffer(const uint8_t* data, int64_t size, std::shared_ptr<MemoryManager> mm, | |
std::shared_ptr<Buffer> parent = NULLPTR, | |
std::optional<DeviceAllocationType> device_type_override = std::nullopt) | |
: is_mutable_(false), | |
data_(data), | |
size_(size), | |
capacity_(size), | |
parent_(std::move(parent)) { | |
// SetMemoryManager will also set device_type_ | |
SetMemoryManager(std::move(mm)); | |
// If a device type is specified, use that instead. Example of when this can be | |
// useful: the CudaMemoryManager can set device_type_ to kCUDA, but you can specify | |
// device_type_override=kCUDA_HOST as the device type to override it. | |
if (device_type_override != std::nullopt) { | |
device_type_ = *device_type_override; | |
} | |
} | |
Buffer(uintptr_t address, int64_t size, std::shared_ptr<MemoryManager> mm, | |
std::shared_ptr<Buffer> parent = NULLPTR) | |
: Buffer(reinterpret_cast<const uint8_t*>(address), size, std::move(mm), | |
std::move(parent)) {} | |
/// \brief Construct from string_view without copying memory | |
/// | |
/// \param[in] data a string_view object | |
/// | |
/// \note The memory viewed by data must not be deallocated in the lifetime of the | |
/// Buffer; temporary rvalue strings must be stored in an lvalue somewhere | |
explicit Buffer(std::string_view data) | |
: Buffer(reinterpret_cast<const uint8_t*>(data.data()), | |
static_cast<int64_t>(data.size())) {} | |
virtual ~Buffer() = default; | |
/// An offset into data that is owned by another buffer, but we want to be | |
/// able to retain a valid pointer to it even after other shared_ptr's to the | |
/// parent buffer have been destroyed | |
/// | |
/// This method makes no assertions about alignment or padding of the buffer but | |
/// in general we expected buffers to be aligned and padded to 64 bytes. In the future | |
/// we might add utility methods to help determine if a buffer satisfies this contract. | |
Buffer(const std::shared_ptr<Buffer>& parent, const int64_t offset, const int64_t size) | |
: Buffer(parent->data_ + offset, size) { | |
parent_ = parent; | |
SetMemoryManager(parent->memory_manager_); | |
} | |
uint8_t operator[](std::size_t i) const { return data_[i]; } | |
/// \brief Construct a new std::string with a hexadecimal representation of the buffer. | |
/// \return std::string | |
std::string ToHexString(); | |
/// Return true if both buffers are the same size and contain the same bytes | |
/// up to the number of compared bytes | |
bool Equals(const Buffer& other, int64_t nbytes) const; | |
/// Return true if both buffers are the same size and contain the same bytes | |
bool Equals(const Buffer& other) const; | |
/// Copy a section of the buffer into a new Buffer. | |
Result<std::shared_ptr<Buffer>> CopySlice( | |
const int64_t start, const int64_t nbytes, | |
MemoryPool* pool = default_memory_pool()) const; | |
/// Zero bytes in padding, i.e. bytes between size_ and capacity_. | |
void ZeroPadding() { | |
CheckMutable(); | |
// A zero-capacity buffer can have a null data pointer | |
if (capacity_ != 0) { | |
memset(mutable_data() + size_, 0, static_cast<size_t>(capacity_ - size_)); | |
} | |
} | |
/// \brief Construct an immutable buffer that takes ownership of the contents | |
/// of an std::string (without copying it). | |
/// | |
/// \param[in] data a string to own | |
/// \return a new Buffer instance | |
static std::shared_ptr<Buffer> FromString(std::string data); | |
/// \brief Construct an immutable buffer that takes ownership of the contents | |
/// of an std::vector (without copying it). Only vectors of TrivialType objects | |
/// (integers, floating point numbers, ...) can be wrapped by this function. | |
/// | |
/// \param[in] vec a vector to own | |
/// \return a new Buffer instance | |
template <typename T> | |
static std::shared_ptr<Buffer> FromVector(std::vector<T> vec) { | |
static_assert(std::is_trivial_v<T>, | |
"Buffer::FromVector can only wrap vectors of trivial objects"); | |
if (vec.empty()) { | |
return std::shared_ptr<Buffer>{new Buffer()}; | |
} | |
auto* data = reinterpret_cast<uint8_t*>(vec.data()); | |
auto size_in_bytes = static_cast<int64_t>(vec.size() * sizeof(T)); | |
return std::shared_ptr<Buffer>{ | |
new Buffer{data, size_in_bytes}, | |
// Keep the vector's buffer alive inside the shared_ptr's destructor until after | |
// we have deleted the Buffer. Note we can't use this trick in FromString since | |
// std::string's data is inline for short strings so moving invalidates pointers | |
// into the string's buffer. | |
[vec = std::move(vec)](Buffer* buffer) { delete buffer; }}; | |
} | |
/// \brief Create buffer referencing typed memory with some length without | |
/// copying | |
/// \param[in] data the typed memory as C array | |
/// \param[in] length the number of values in the array | |
/// \return a new shared_ptr<Buffer> | |
template <typename T, typename SizeType = int64_t> | |
static std::shared_ptr<Buffer> Wrap(const T* data, SizeType length) { | |
return std::make_shared<Buffer>(reinterpret_cast<const uint8_t*>(data), | |
static_cast<int64_t>(sizeof(T) * length)); | |
} | |
/// \brief Create buffer referencing std::vector with some length without | |
/// copying | |
/// \param[in] data the vector to be referenced. If this vector is changed, | |
/// the buffer may become invalid | |
/// \return a new shared_ptr<Buffer> | |
template <typename T> | |
static std::shared_ptr<Buffer> Wrap(const std::vector<T>& data) { | |
return std::make_shared<Buffer>(reinterpret_cast<const uint8_t*>(data.data()), | |
static_cast<int64_t>(sizeof(T) * data.size())); | |
} | |
/// \brief Copy buffer contents into a new std::string | |
/// \return std::string | |
/// \note Can throw std::bad_alloc if buffer is large | |
std::string ToString() const; | |
/// \brief View buffer contents as a std::string_view | |
/// \return std::string_view | |
explicit operator std::string_view() const { | |
return {reinterpret_cast<const char*>(data_), static_cast<size_t>(size_)}; | |
} | |
/// \brief Return a pointer to the buffer's data | |
/// | |
/// The buffer has to be a CPU buffer (`is_cpu()` is true). | |
/// Otherwise, an assertion may be thrown or a null pointer may be returned. | |
/// | |
/// To get the buffer's data address regardless of its device, call `address()`. | |
const uint8_t* data() const { | |
CheckCPU(); | |
return ARROW_PREDICT_TRUE(is_cpu_) ? data_ : NULLPTR; | |
} | |
/// \brief Return a pointer to the buffer's data cast to a specific type | |
/// | |
/// The buffer has to be a CPU buffer (`is_cpu()` is true). | |
/// Otherwise, an assertion may be thrown or a null pointer may be returned. | |
template <typename T> | |
const T* data_as() const { | |
return reinterpret_cast<const T*>(data()); | |
} | |
/// \brief Return the buffer's data as a span | |
template <typename T> | |
util::span<const T> span_as() const { | |
return util::span(data_as<T>(), static_cast<size_t>(size() / sizeof(T))); | |
} | |
/// \brief Return a writable pointer to the buffer's data | |
/// | |
/// The buffer has to be a mutable CPU buffer (`is_cpu()` and `is_mutable()` | |
/// are true). Otherwise, an assertion may be thrown or a null pointer may | |
/// be returned. | |
/// | |
/// To get the buffer's mutable data address regardless of its device, call | |
/// `mutable_address()`. | |
uint8_t* mutable_data() { | |
CheckCPU(); | |
CheckMutable(); | |
return ARROW_PREDICT_TRUE(is_cpu_ && is_mutable_) ? const_cast<uint8_t*>(data_) | |
: NULLPTR; | |
} | |
/// \brief Return a writable pointer to the buffer's data cast to a specific type | |
/// | |
/// The buffer has to be a mutable CPU buffer (`is_cpu()` and `is_mutable()` | |
/// are true). Otherwise, an assertion may be thrown or a null pointer may | |
/// be returned. | |
template <typename T> | |
T* mutable_data_as() { | |
return reinterpret_cast<T*>(mutable_data()); | |
} | |
/// \brief Return the buffer's mutable data as a span | |
template <typename T> | |
util::span<T> mutable_span_as() { | |
return util::span(mutable_data_as<T>(), static_cast<size_t>(size() / sizeof(T))); | |
} | |
/// \brief Return the device address of the buffer's data | |
uintptr_t address() const { return reinterpret_cast<uintptr_t>(data_); } | |
/// \brief Return a writable device address to the buffer's data | |
/// | |
/// The buffer has to be a mutable buffer (`is_mutable()` is true). | |
/// Otherwise, an assertion may be thrown or 0 may be returned. | |
uintptr_t mutable_address() const { | |
CheckMutable(); | |
return ARROW_PREDICT_TRUE(is_mutable_) ? reinterpret_cast<uintptr_t>(data_) : 0; | |
} | |
/// \brief Return the buffer's size in bytes | |
int64_t size() const { return size_; } | |
/// \brief Return the buffer's capacity (number of allocated bytes) | |
int64_t capacity() const { return capacity_; } | |
/// \brief Whether the buffer is directly CPU-accessible | |
/// | |
/// If this function returns true, you can read directly from the buffer's | |
/// `data()` pointer. Otherwise, you'll have to `View()` or `Copy()` it. | |
bool is_cpu() const { return is_cpu_; } | |
/// \brief Whether the buffer is mutable | |
/// | |
/// If this function returns true, you are allowed to modify buffer contents | |
/// using the pointer returned by `mutable_data()` or `mutable_address()`. | |
bool is_mutable() const { return is_mutable_; } | |
const std::shared_ptr<Device>& device() const { return memory_manager_->device(); } | |
const std::shared_ptr<MemoryManager>& memory_manager() const { return memory_manager_; } | |
DeviceAllocationType device_type() const { return device_type_; } | |
std::shared_ptr<Buffer> parent() const { return parent_; } | |
/// \brief Get a RandomAccessFile for reading a buffer | |
/// | |
/// The returned file object reads from this buffer's underlying memory. | |
static Result<std::shared_ptr<io::RandomAccessFile>> GetReader(std::shared_ptr<Buffer>); | |
/// \brief Get a OutputStream for writing to a buffer | |
/// | |
/// The buffer must be mutable. The returned stream object writes into the buffer's | |
/// underlying memory (but it won't resize it). | |
static Result<std::shared_ptr<io::OutputStream>> GetWriter(std::shared_ptr<Buffer>); | |
/// \brief Copy buffer | |
/// | |
/// The buffer contents will be copied into a new buffer allocated by the | |
/// given MemoryManager. This function supports cross-device copies. | |
static Result<std::shared_ptr<Buffer>> Copy(std::shared_ptr<Buffer> source, | |
const std::shared_ptr<MemoryManager>& to); | |
/// \brief Copy a non-owned buffer | |
/// | |
/// This is useful for cases where the source memory area is externally managed | |
/// (its lifetime not tied to the source Buffer), otherwise please use Copy(). | |
static Result<std::unique_ptr<Buffer>> CopyNonOwned( | |
const Buffer& source, const std::shared_ptr<MemoryManager>& to); | |
/// \brief View buffer | |
/// | |
/// Return a Buffer that reflects this buffer, seen potentially from another | |
/// device, without making an explicit copy of the contents. The underlying | |
/// mechanism is typically implemented by the kernel or device driver, and may | |
/// involve lazy caching of parts of the buffer contents on the destination | |
/// device's memory. | |
/// | |
/// If a non-copy view is unsupported for the buffer on the given device, | |
/// nullptr is returned. An error can be returned if some low-level | |
/// operation fails (such as an out-of-memory condition). | |
static Result<std::shared_ptr<Buffer>> View(std::shared_ptr<Buffer> source, | |
const std::shared_ptr<MemoryManager>& to); | |
/// \brief View or copy buffer | |
/// | |
/// Try to view buffer contents on the given MemoryManager's device, but | |
/// fall back to copying if a no-copy view isn't supported. | |
static Result<std::shared_ptr<Buffer>> ViewOrCopy( | |
std::shared_ptr<Buffer> source, const std::shared_ptr<MemoryManager>& to); | |
virtual std::shared_ptr<Device::SyncEvent> device_sync_event() const { return NULLPTR; } | |
protected: | |
bool is_mutable_; | |
bool is_cpu_; | |
const uint8_t* data_; | |
int64_t size_; | |
int64_t capacity_; | |
DeviceAllocationType device_type_; | |
// null by default, but may be set | |
std::shared_ptr<Buffer> parent_; | |
private: | |
// private so that subclasses are forced to call SetMemoryManager() | |
std::shared_ptr<MemoryManager> memory_manager_; | |
protected: | |
Buffer(); | |
void CheckMutable() const; | |
void CheckCPU() const; | |
void SetMemoryManager(std::shared_ptr<MemoryManager> mm) { | |
memory_manager_ = std::move(mm); | |
is_cpu_ = memory_manager_->is_cpu(); | |
device_type_ = memory_manager_->device()->device_type(); | |
} | |
}; | |
/// \defgroup buffer-slicing-functions Functions for slicing buffers | |
/// | |
/// @{ | |
/// \brief Construct a view on a buffer at the given offset and length. | |
/// | |
/// This function cannot fail and does not check for errors (except in debug builds) | |
static inline std::shared_ptr<Buffer> SliceBuffer(const std::shared_ptr<Buffer>& buffer, | |
const int64_t offset, | |
const int64_t length) { | |
return std::make_shared<Buffer>(buffer, offset, length); | |
} | |
/// \brief Construct a view on a buffer at the given offset, up to the buffer's end. | |
/// | |
/// This function cannot fail and does not check for errors (except in debug builds) | |
static inline std::shared_ptr<Buffer> SliceBuffer(const std::shared_ptr<Buffer>& buffer, | |
const int64_t offset) { | |
int64_t length = buffer->size() - offset; | |
return SliceBuffer(buffer, offset, length); | |
} | |
/// \brief Input-checking version of SliceBuffer | |
/// | |
/// An Invalid Status is returned if the requested slice falls out of bounds. | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> SliceBufferSafe(const std::shared_ptr<Buffer>& buffer, | |
int64_t offset); | |
/// \brief Input-checking version of SliceBuffer | |
/// | |
/// An Invalid Status is returned if the requested slice falls out of bounds. | |
/// Note that unlike SliceBuffer, `length` isn't clamped to the available buffer size. | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> SliceBufferSafe(const std::shared_ptr<Buffer>& buffer, | |
int64_t offset, int64_t length); | |
/// \brief Like SliceBuffer, but construct a mutable buffer slice. | |
/// | |
/// If the parent buffer is not mutable, behavior is undefined (it may abort | |
/// in debug builds). | |
ARROW_EXPORT | |
std::shared_ptr<Buffer> SliceMutableBuffer(const std::shared_ptr<Buffer>& buffer, | |
const int64_t offset, const int64_t length); | |
/// \brief Like SliceBuffer, but construct a mutable buffer slice. | |
/// | |
/// If the parent buffer is not mutable, behavior is undefined (it may abort | |
/// in debug builds). | |
static inline std::shared_ptr<Buffer> SliceMutableBuffer( | |
const std::shared_ptr<Buffer>& buffer, const int64_t offset) { | |
int64_t length = buffer->size() - offset; | |
return SliceMutableBuffer(buffer, offset, length); | |
} | |
/// \brief Input-checking version of SliceMutableBuffer | |
/// | |
/// An Invalid Status is returned if the requested slice falls out of bounds. | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> SliceMutableBufferSafe( | |
const std::shared_ptr<Buffer>& buffer, int64_t offset); | |
/// \brief Input-checking version of SliceMutableBuffer | |
/// | |
/// An Invalid Status is returned if the requested slice falls out of bounds. | |
/// Note that unlike SliceBuffer, `length` isn't clamped to the available buffer size. | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> SliceMutableBufferSafe( | |
const std::shared_ptr<Buffer>& buffer, int64_t offset, int64_t length); | |
/// @} | |
/// \class MutableBuffer | |
/// \brief A Buffer whose contents can be mutated. May or may not own its data. | |
class ARROW_EXPORT MutableBuffer : public Buffer { | |
public: | |
MutableBuffer(uint8_t* data, const int64_t size) : Buffer(data, size) { | |
is_mutable_ = true; | |
} | |
MutableBuffer(uint8_t* data, const int64_t size, std::shared_ptr<MemoryManager> mm) | |
: Buffer(data, size, std::move(mm)) { | |
is_mutable_ = true; | |
} | |
MutableBuffer(const std::shared_ptr<Buffer>& parent, const int64_t offset, | |
const int64_t size); | |
/// \brief Create buffer referencing typed memory with some length | |
/// \param[in] data the typed memory as C array | |
/// \param[in] length the number of values in the array | |
/// \return a new shared_ptr<Buffer> | |
template <typename T, typename SizeType = int64_t> | |
static std::shared_ptr<Buffer> Wrap(T* data, SizeType length) { | |
return std::make_shared<MutableBuffer>(reinterpret_cast<uint8_t*>(data), | |
static_cast<int64_t>(sizeof(T) * length)); | |
} | |
protected: | |
MutableBuffer() : Buffer(NULLPTR, 0) {} | |
}; | |
/// \class ResizableBuffer | |
/// \brief A mutable buffer that can be resized | |
class ARROW_EXPORT ResizableBuffer : public MutableBuffer { | |
public: | |
/// Change buffer reported size to indicated size, allocating memory if | |
/// necessary. This will ensure that the capacity of the buffer is a multiple | |
/// of 64 bytes as defined in Layout.md. | |
/// Consider using ZeroPadding afterwards, to conform to the Arrow layout | |
/// specification. | |
/// | |
/// @param new_size The new size for the buffer. | |
/// @param shrink_to_fit Whether to shrink the capacity if new size < current size | |
virtual Status Resize(const int64_t new_size, bool shrink_to_fit) = 0; | |
Status Resize(const int64_t new_size) { | |
return Resize(new_size, /*shrink_to_fit=*/true); | |
} | |
/// Ensure that buffer has enough memory allocated to fit the indicated | |
/// capacity (and meets the 64 byte padding requirement in Layout.md). | |
/// It does not change buffer's reported size and doesn't zero the padding. | |
virtual Status Reserve(const int64_t new_capacity) = 0; | |
template <class T> | |
Status TypedResize(const int64_t new_nb_elements, bool shrink_to_fit = true) { | |
return Resize(sizeof(T) * new_nb_elements, shrink_to_fit); | |
} | |
template <class T> | |
Status TypedReserve(const int64_t new_nb_elements) { | |
return Reserve(sizeof(T) * new_nb_elements); | |
} | |
protected: | |
ResizableBuffer(uint8_t* data, int64_t size) : MutableBuffer(data, size) {} | |
ResizableBuffer(uint8_t* data, int64_t size, std::shared_ptr<MemoryManager> mm) | |
: MutableBuffer(data, size, std::move(mm)) {} | |
}; | |
/// \defgroup buffer-allocation-functions Functions for allocating buffers | |
/// | |
/// @{ | |
/// \brief Allocate a fixed size mutable buffer from a memory pool, zero its padding. | |
/// | |
/// \param[in] size size of buffer to allocate | |
/// \param[in] pool a memory pool | |
ARROW_EXPORT | |
Result<std::unique_ptr<Buffer>> AllocateBuffer(const int64_t size, | |
MemoryPool* pool = NULLPTR); | |
ARROW_EXPORT | |
Result<std::unique_ptr<Buffer>> AllocateBuffer(const int64_t size, int64_t alignment, | |
MemoryPool* pool = NULLPTR); | |
/// \brief Allocate a resizeable buffer from a memory pool, zero its padding. | |
/// | |
/// \param[in] size size of buffer to allocate | |
/// \param[in] pool a memory pool | |
ARROW_EXPORT | |
Result<std::unique_ptr<ResizableBuffer>> AllocateResizableBuffer( | |
const int64_t size, MemoryPool* pool = NULLPTR); | |
ARROW_EXPORT | |
Result<std::unique_ptr<ResizableBuffer>> AllocateResizableBuffer( | |
const int64_t size, const int64_t alignment, MemoryPool* pool = NULLPTR); | |
/// \brief Allocate a bitmap buffer from a memory pool | |
/// no guarantee on values is provided. | |
/// | |
/// \param[in] length size in bits of bitmap to allocate | |
/// \param[in] pool memory pool to allocate memory from | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> AllocateBitmap(int64_t length, | |
MemoryPool* pool = NULLPTR); | |
/// \brief Allocate a zero-initialized bitmap buffer from a memory pool | |
/// | |
/// \param[in] length size in bits of bitmap to allocate | |
/// \param[in] pool memory pool to allocate memory from | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> AllocateEmptyBitmap(int64_t length, | |
MemoryPool* pool = NULLPTR); | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> AllocateEmptyBitmap(int64_t length, int64_t alignment, | |
MemoryPool* pool = NULLPTR); | |
/// \brief Concatenate multiple buffers into a single buffer | |
/// | |
/// \param[in] buffers to be concatenated | |
/// \param[in] pool memory pool to allocate the new buffer from | |
ARROW_EXPORT | |
Result<std::shared_ptr<Buffer>> ConcatenateBuffers(const BufferVector& buffers, | |
MemoryPool* pool = NULLPTR); | |
/// @} | |
} // namespace arrow | |