peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/interchange
/buffer.py
# 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. | |
from __future__ import annotations | |
import enum | |
import pyarrow as pa | |
class DlpackDeviceType(enum.IntEnum): | |
"""Integer enum for device type codes matching DLPack.""" | |
CPU = 1 | |
CUDA = 2 | |
CPU_PINNED = 3 | |
OPENCL = 4 | |
VULKAN = 7 | |
METAL = 8 | |
VPI = 9 | |
ROCM = 10 | |
class _PyArrowBuffer: | |
""" | |
Data in the buffer is guaranteed to be contiguous in memory. | |
Note that there is no dtype attribute present, a buffer can be thought of | |
as simply a block of memory. However, if the column that the buffer is | |
attached to has a dtype that's supported by DLPack and ``__dlpack__`` is | |
implemented, then that dtype information will be contained in the return | |
value from ``__dlpack__``. | |
This distinction is useful to support both data exchange via DLPack on a | |
buffer and (b) dtypes like variable-length strings which do not have a | |
fixed number of bytes per element. | |
""" | |
def __init__(self, x: pa.Buffer, allow_copy: bool = True) -> None: | |
""" | |
Handle PyArrow Buffers. | |
""" | |
self._x = x | |
def bufsize(self) -> int: | |
""" | |
Buffer size in bytes. | |
""" | |
return self._x.size | |
def ptr(self) -> int: | |
""" | |
Pointer to start of the buffer as an integer. | |
""" | |
return self._x.address | |
def __dlpack__(self): | |
""" | |
Produce DLPack capsule (see array API standard). | |
Raises: | |
- TypeError : if the buffer contains unsupported dtypes. | |
- NotImplementedError : if DLPack support is not implemented | |
Useful to have to connect to array libraries. Support optional because | |
it's not completely trivial to implement for a Python-only library. | |
""" | |
raise NotImplementedError("__dlpack__") | |
def __dlpack_device__(self) -> tuple[DlpackDeviceType, int | None]: | |
""" | |
Device type and device ID for where the data in the buffer resides. | |
Uses device type codes matching DLPack. | |
Note: must be implemented even if ``__dlpack__`` is not. | |
""" | |
if self._x.is_cpu: | |
return (DlpackDeviceType.CPU, None) | |
else: | |
raise NotImplementedError("__dlpack_device__") | |
def __repr__(self) -> str: | |
return ( | |
"PyArrowBuffer(" + | |
str( | |
{ | |
"bufsize": self.bufsize, | |
"ptr": self.ptr, | |
"device": self.__dlpack_device__()[0].name, | |
} | |
) + | |
")" | |
) | |