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apache / arrow-nanoarrow

Helpers for Arrow C Data & Arrow C Stream interfaces
https://arrow.apache.org/nanoarrow
Apache License 2.0
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feat(python): DLPack support on CBufferView #469

Closed AlenkaF closed 1 month ago

AlenkaF commented 1 month ago

This PR implements producing part of the DLPack protocol on CBufferView (and CArray/CArrayView) object. With the changes in this PR, the following code works:

>>> import nanoarrow as na
>>> import numpy as np

>>> pa_arr = pa.array([1, 2, 3], type=pa.uint8())
>>> na_array = na.c_array(pa_arr)
>>> na_view = na_array.view()
>>> view = na_view.buffer(1)

>>> np.from_dlpack(view)
array([1, 2, 3], dtype=uint8)

Changes

Included changes in this PR:

Possible follow-up

About DLPack:

DLPack is selected for Array API protocol. See more about it: https://dmlc.github.io/dlpack/latest/python_spec.html

AlenkaF commented 1 month ago

I think this will need the wheel building checks to be run, since I think they enforce some constraints that apply here (like the ability for the test suite to pass without numpy or pyarrow). There is ci/scripts/test-python-wheels.sh that can run this check locally, or you can modify .github/workflows/python-wheels.yaml to run on pull requests (or I'm happy to check locally, too).

Running ../ci/scripts/test-python-wheels.sh "pp*" was successful for me locally though I do not see test_dlpack.py being run:

Output
``` Here we go! Building pp38-macosx_arm64 wheel PyPy 3.8 macOS arm64 - Apple Silicon Installing Python pp38... ✓ 0.00s Setting up build environment... + /Users/alenkafrim/envs/nanoarrow-dev/bin/python -sS /Users/alenkafrim/Library/Caches/cibuildwheel/virtualenv-20.26.2.pyz --activators= --no-periodic-update --pip=24.0 --no-setuptools --no-wheel --symlink-app-data --python /Users/alenkafrim/Library/Caches/cibuildwheel/pypy3.8-v7.3.11-macos_arm64/bin/pypy3 /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/build/venv created virtual environment PyPy3.8.16.final.0-64 in 36ms creator PyPy3Posix(dest=/private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/build/venv, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=24.0, via=symlink, app_data_dir=/Users/alenkafrim/Library/Application Support/virtualenv) added seed packages: pip==24.0 + python -m pip install --upgrade pip -c /Users/alenkafrim/envs/nanoarrow-dev/lib/python3.12/site-packages/cibuildwheel/resources/constraints-python38.txt Requirement already satisfied: pip in ./lib/pypy3.8/site-packages (24.0) + which pip /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/build/venv/bin/pip + pip --version pip 24.0 from /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/build/venv/lib/pypy3.8/site-packages/pip (python 3.8) + which pip + which python /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/build/venv/bin/python + python --version Python 3.8.16 (a9dbdca6fc3286b0addd2240f11d97d8e8de187a, Dec 29 2022, 11:45:30) [PyPy 7.3.11 with GCC Apple LLVM 13.1.6 (clang-1316.0.21.2.5)] + which python ✓ 2.12s Installing build tools... + pip install --upgrade delocate -c /Users/alenkafrim/envs/nanoarrow-dev/lib/python3.12/site-packages/cibuildwheel/resources/constraints-python38.txt Collecting delocate Using cached delocate-0.11.0-py3-none-any.whl.metadata (14 kB) Collecting packaging>=20.9 (from delocate) Using cached packaging-24.0-py3-none-any.whl.metadata (3.2 kB) Collecting typing-extensions (from delocate) Using cached typing_extensions-4.11.0-py3-none-any.whl.metadata (3.0 kB) Collecting macholib (from delocate) Using cached macholib-1.16.3-py2.py3-none-any.whl.metadata (11 kB) Collecting altgraph>=0.17 (from macholib->delocate) Using cached altgraph-0.17.4-py2.py3-none-any.whl.metadata (7.3 kB) Using cached delocate-0.11.0-py3-none-any.whl (228 kB) Using cached packaging-24.0-py3-none-any.whl (53 kB) Using cached macholib-1.16.3-py2.py3-none-any.whl (38 kB) Using cached typing_extensions-4.11.0-py3-none-any.whl (34 kB) Using cached altgraph-0.17.4-py2.py3-none-any.whl (21 kB) Installing collected packages: altgraph, typing-extensions, packaging, macholib, delocate Successfully installed altgraph-0.17.4 delocate-0.11.0 macholib-1.16.3 packaging-24.0 typing-extensions-4.11.0 ✓ 1.58s Building wheel... + python -m pip freeze --all + python -m pip wheel /Users/alenkafrim/repos/arrow-nanoarrow/python --wheel-dir=/private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/built_wheel --no-deps Processing ./python Installing build dependencies ... done Getting requirements to build wheel ... done Installing backend dependencies ... done Preparing metadata (pyproject.toml) ... done Building wheels for collected packages: nanoarrow Building wheel for nanoarrow (pyproject.toml) ... done Created wheel for nanoarrow: filename=nanoarrow-0.5.0.dev0-pp38-pypy38_pp73-macosx_11_0_arm64.whl size=372041 sha256=babdfdee088f504d4672c738ac168ed83fe1603ed8b68a93b402c2cea29d05ce Stored in directory: /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/pip-ephem-wheel-cache-_rjm99h8/wheels/7d/aa/ca/fd367daafc5c0201e4e5d3ccb1e7157b3f0815723c7e0d679d Successfully built nanoarrow ✓ 27.69s Repairing wheel... + delocate-wheel --require-archs arm64 -w /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/repaired_wheel -v /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/built_wheel/nanoarrow-0.5.0.dev0-pp38-pypy38_pp73-macosx_11_0_arm64.whl Fixing: /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/built_wheel/nanoarrow-0.5.0.dev0-pp38-pypy38_pp73-macosx_11_0_arm64.whl ✓ 0.64s + python -sSc 'import platform; print(platform.machine())' Testing wheel... + pip install virtualenv -c /Users/alenkafrim/envs/nanoarrow-dev/lib/python3.12/site-packages/cibuildwheel/resources/constraints-python38.txt Collecting virtualenv Using cached virtualenv-20.26.2-py3-none-any.whl.metadata (4.4 kB) Collecting distlib<1,>=0.3.7 (from virtualenv) Using cached distlib-0.3.8-py2.py3-none-any.whl.metadata (5.1 kB) Collecting filelock<4,>=3.12.2 (from virtualenv) Using cached 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setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/Users/alenkafrim/Library/Application Support/virtualenv) added seed packages: pip==24.0, setuptools==69.5.1, wheel==0.43.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator + which python /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/venv-test-arm64/bin/python + pip install /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/repaired_wheel/nanoarrow-0.5.0.dev0-pp38-pypy38_pp73-macosx_11_0_arm64.whl Processing /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp38-macosx_arm64/repaired_wheel/nanoarrow-0.5.0.dev0-pp38-pypy38_pp73-macosx_11_0_arm64.whl Installing collected packages: nanoarrow Successfully installed nanoarrow-0.5.0.dev0 + pip install pytest Collecting pytest Using cached pytest-8.2.1-py3-none-any.whl.metadata (7.6 kB) Collecting iniconfig (from pytest) Using cached iniconfig-2.0.0-py3-none-any.whl.metadata (2.6 kB) Collecting packaging (from pytest) Using cached packaging-24.0-py3-none-any.whl.metadata (3.2 kB) Collecting pluggy<2.0,>=1.5 (from pytest) Using cached pluggy-1.5.0-py3-none-any.whl.metadata (4.8 kB) Collecting exceptiongroup>=1.0.0rc8 (from pytest) Using cached exceptiongroup-1.2.1-py3-none-any.whl.metadata (6.6 kB) Collecting tomli>=1 (from pytest) Using cached tomli-2.0.1-py3-none-any.whl.metadata (8.9 kB) Using cached pytest-8.2.1-py3-none-any.whl (339 kB) Using cached exceptiongroup-1.2.1-py3-none-any.whl (16 kB) Using cached pluggy-1.5.0-py3-none-any.whl (20 kB) Using cached tomli-2.0.1-py3-none-any.whl (12 kB) Using cached iniconfig-2.0.0-py3-none-any.whl (5.9 kB) Using cached packaging-24.0-py3-none-any.whl (53 kB) Installing collected packages: tomli, pluggy, packaging, iniconfig, exceptiongroup, pytest Successfully installed exceptiongroup-1.2.1 iniconfig-2.0.0 packaging-24.0 pluggy-1.5.0 pytest-8.2.1 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PyPy3.9.19.final.0-64 in 38ms creator PyPy3Posix(dest=/private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/build/venv, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=24.0, via=symlink, app_data_dir=/Users/alenkafrim/Library/Application Support/virtualenv) added seed packages: pip==24.0 + python -m pip install --upgrade pip -c /Users/alenkafrim/envs/nanoarrow-dev/lib/python3.12/site-packages/cibuildwheel/resources/constraints-python39.txt Requirement already satisfied: pip in ./lib/pypy3.9/site-packages (24.0) + which pip /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/build/venv/bin/pip + pip --version pip 24.0 from /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/build/venv/lib/pypy3.9/site-packages/pip (python 3.9) + which pip + which python 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(pyproject.toml) ... done Created wheel for nanoarrow: filename=nanoarrow-0.5.0.dev0-pp39-pypy39_pp73-macosx_11_0_arm64.whl size=369754 sha256=0ffd730dcc10b4f684bacb143da49887e26f72a95827c34d92d23389b0c64424 Stored in directory: /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/pip-ephem-wheel-cache-e08nqz_l/wheels/37/11/c1/8b661058f1e4e7a35eb2772be40771f74a0228ab0694576ed7 Successfully built nanoarrow ✓ 26.62s Repairing wheel... + delocate-wheel --require-archs arm64 -w /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/repaired_wheel -v /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/built_wheel/nanoarrow-0.5.0.dev0-pp39-pypy39_pp73-macosx_11_0_arm64.whl Fixing: /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/built_wheel/nanoarrow-0.5.0.dev0-pp39-pypy39_pp73-macosx_11_0_arm64.whl ✓ 0.74s + python -sSc 'import platform; print(platform.machine())' 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virtualenv --no-download /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/venv-test-arm64 created virtual environment PyPy3.9.19.final.0-64 in 560ms creator PyPy3Posix(dest=/private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/venv-test-arm64, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/Users/alenkafrim/Library/Application Support/virtualenv) added seed packages: pip==24.0, setuptools==69.5.1, wheel==0.43.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator + which python /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp39-macosx_arm64/venv-test-arm64/bin/python + pip install 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build wheel ... done Installing backend dependencies ... done Preparing metadata (pyproject.toml) ... done Building wheels for collected packages: nanoarrow Building wheel for nanoarrow (pyproject.toml) ... done Created wheel for nanoarrow: filename=nanoarrow-0.5.0.dev0-pp310-pypy310_pp73-macosx_11_0_arm64.whl size=370451 sha256=5dbe7b013661c3f05d3e64e8a6e0dde7c75f5401f35d90c44f0562c4078ac52a Stored in directory: /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/pip-ephem-wheel-cache-_vw6i41b/wheels/d2/97/06/4ed6c8e1323b9b29e8acf668cd0b9bb6449c7ac7fa52a330ac Successfully built nanoarrow ✓ 27.51s Repairing wheel... + delocate-wheel --require-archs arm64 -w /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp310-macosx_arm64/repaired_wheel -v /private/var/folders/gw/q7wqd4tx18n_9t4kbkd0bj1m0000gn/T/cibw-run-gbc8vccz/pp310-macosx_arm64/built_wheel/nanoarrow-0.5.0.dev0-pp310-pypy310_pp73-macosx_11_0_arm64.whl Fixing: 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