GH-49321: [C++][Python] Add ASAN / UBSAN pixi builds for Arrow and PyArrow by raulcd · Pull Request #49849 · apache/arrow

raulcd · 2026-04-23T11:20:03Z

Rationale for this change

There has been discussions and appettite in the past to run Address and Undefined Behaviour Sanitizers on PyArrow.
In order to runn Sanitizers we have to instrument our build to build CPython and Numpy with Sanitizer flags too.

What changes are included in this PR?

This PR takes inspiration from other tools that have started intrumenting their sanitizer builds with Pixi like:

Numpy
SciPy

We add 4 new jobs and docker builds for:

test-pixi-cpp (builds and tests Arrow CPP with pixi-build)
test-pixi-cpp-sanitizer (builds and tests Arrow CPP with sanitizers ON with pixi-build)
test-pixi-python (builds and tests PyArrow with pixi-build)
test-pixi-python-sanitizer (builds and tests PyArrow with sanitizers ON with pixi-build)

For pixi-python-sanitizer: Use CPython and Numpy pixi.toml(s) upstream and Arrow CPP with sanitizers pixi.toml to instrument everythin.

Are these changes tested?

Yes, I've tested the changes and I created interim tests both on Python C++ side and Cython that where expected to run OOB and raise the sanitizer errors.

Are there any user-facing changes?

No

GitHub Issue: [Python] Add a PyArrow sanitizers build #49321

github-actions · 2026-04-23T11:20:28Z

⚠️ GitHub issue #49321 has been automatically assigned in GitHub to PR creator.

raulcd · 2026-04-23T11:23:00Z

@github-actions crossbow submit test-pixi-cpp

github-actions · 2026-04-23T11:25:19Z

Revision: a27d06c

Submitted crossbow builds: ursacomputing/crossbow @ actions-fd33b1f179

Task	Status
test-pixi-cpp

raulcd · 2026-04-24T12:49:24Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-04-24T12:51:45Z

Revision: 17bb233

Submitted crossbow builds: ursacomputing/crossbow @ actions-c9de1cf29d

Task	Status
test-pixi-cpp
test-pixi-python

raulcd · 2026-04-24T14:18:54Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-04-24T14:21:11Z

Revision: 3f7725b

Submitted crossbow builds: ursacomputing/crossbow @ actions-3daa50a309

Task	Status
test-pixi-cpp
test-pixi-python

lucascolley · 2026-04-24T22:20:24Z

+preview = ["pixi-build"]
+
+[environments]
+default = []


(I think this is implicit)

raulcd · 2026-04-28T09:36:16Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-04-28T09:38:39Z

Revision: fafcb99

Submitted crossbow builds: ursacomputing/crossbow @ actions-2d14fbba39

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python

raulcd · 2026-04-28T12:13:37Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-04-28T12:15:58Z

Revision: 4757b86

Submitted crossbow builds: ursacomputing/crossbow @ actions-d318220858

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python

raulcd · 2026-04-28T12:35:27Z

@github-actions crossbow submit test-pixi-python-sanitizer

github-actions · 2026-04-28T12:38:04Z

Revision: ad4a829

Submitted crossbow builds: ursacomputing/crossbow @ actions-c442e4bcac

Task	Status
test-pixi-python-sanitizer

raulcd · 2026-04-28T14:13:58Z

@github-actions crossbow submit test-pixi-python-sanitizer

github-actions · 2026-04-28T14:16:28Z

Revision: 9d4dd89

Submitted crossbow builds: ursacomputing/crossbow @ actions-1fd6ac9933

Task	Status
test-pixi-python-sanitizer

raulcd · 2026-04-28T16:13:19Z

@github-actions crossbow submit test-pixi-python-sanitizer

github-actions · 2026-04-28T16:16:53Z

Revision: aa462b6

Submitted crossbow builds: ursacomputing/crossbow @ actions-c76613ce90

Task	Status
test-pixi-python-sanitizer

raulcd · 2026-04-28T17:34:34Z

I think it works. I was expecting more failures :)

__________________________ test_asan_sanity_oob_numpy __________________________
    def test_asan_sanity_oob_numpy():
        # TODO: ASAN sanity check (libarrow_python.so / numpy_convert.cc).
        # Same pattern as test_asan_sanity_oob. Revert before final commit.
        res = subprocess.run(
            [sys.executable, "-c",
             "import pyarrow.lib; pyarrow.lib._asan_sanity_oob_numpy()"],
            capture_output=True, text=True, timeout=30,
        )
>       assert res.returncode == 0, (
            f"ASAN caught heap-buffer-overflow in libarrow_python.\n"
            f"returncode={res.returncode}\n"
            f"stderr:\n{res.stderr}"
        )
E       AssertionError: ASAN caught heap-buffer-overflow in libarrow_python.
E         returncode=1
E         stderr:
E         =================================================================
E         ==23268==ERROR: AddressSanitizer: heap-buffer-overflow on address 0x7b5eb9a14900 at pc 0x7b3eb364e7a8 bp 0x7ffe91d6cfa0 sp 0x7ffe91d6cf98
E         READ of size 4 at 0x7b5eb9a14900 thread T0
E             #0 0x7b3eb364e7a7 in arrow::py::AsanSanityOobNumpy() /arrow/python/pyarrow/src/arrow/python/numpy_convert.cc:565
E             #1 0x7b3eb5d8f14d in __pyx_pf_7pyarrow_3lib_6_asan_sanity_oob_numpy /tmp/tmprle2nfdj/build/lib.cpp:21869
E             #2 0x7b3eb5d8f129 in __pyx_pw_7pyarrow_3lib_7_asan_sanity_oob_numpy /tmp/tmprle2nfdj/build/lib.cpp:21850
E             #3 0x7b3eb67275c5 in __Pyx_CyFunction_Vectorcall_NOARGS /tmp/tmprle2nfdj/build/lib.cpp:345932
E             #4 0x7f3ebb0c546b in _PyObject_VectorcallTstate /usr/local/src/conda/python-3.15/Include/internal/pycore_call.h:136
E             #5 0x7f3ebb0c546b in PyObject_Vectorcall /usr/local/src/conda/python-3.15/Objects/call.c:327
E             #6 0x7f3ebb376d2e in _Py_VectorCallInstrumentation_StackRefSteal /usr/local/src/conda/python-3.15/Python/ceval.c:762
E             #7 0x7f3ebb384d29 in _PyEval_EvalFrameDefault /usr/local/src/conda/python-3.15/Python/generated_cases.c.h:1817
E             #8 0x7f3ebb3b87e6 in _PyEval_EvalFrame /usr/local/src/conda/python-3.15/Include/internal/pycore_ceval.h:118
E             #9 0x7f3ebb3b87e6 in _PyEval_Vector /usr/local/src/conda/python-3.15/Python/ceval.c:2125
E             #10 0x7f3ebb3b8b58 in PyEval_EvalCode /usr/local/src/conda/python-3.15/Python/ceval.c:673
E             #11 0x7f3ebb4c1f74 in run_mod /usr/local/src/conda/python-3.15/Python/pythonrun.c:1469
E             #12 0x7f3ebb4c275b in _PyRun_StringFlagsWithName /usr/local/src/conda/python-3.15/Python/pythonrun.c:1258
E             #13 0x7f3ebb4c7348 in _PyRun_SimpleStringFlagsWithName /usr/local/src/conda/python-3.15/Python/pythonrun.c:572
E             #14 0x7f3ebb52a1fc in pymain_run_command /usr/local/src/conda/python-3.15/Modules/main.c:261
E             #15 0x7f3ebb52a1fc in pymain_run_python /usr/local/src/conda/python-3.15/Modules/main.c:682
E             #16 0x7f3ebb52a1fc in Py_RunMain /usr/local/src/conda/python-3.15/Modules/main.c:772
E             #17 0x7f3ebb52bf21 in pymain_main /usr/local/src/conda/python-3.15/Modules/main.c:802
E             #18 0x7f3ebb52c2e8 in Py_BytesMain /usr/local/src/conda/python-3.15/Modules/main.c:826
E             #19 0x7f3ebac181c9 in __libc_start_call_main ../sysdeps/nptl/libc_start_call_main.h:58
E             #20 0x7f3ebac1828a in __libc_start_main_impl ../csu/libc-start.c:360
E             #21 0x55e6b5dce09d in _start (/arrow/ci/pixi/asan/python/.pixi/envs/test/bin/python3.15+0x109d)
E         
E         0x7b5eb9a14900 is located 396 bytes after 4-byte region [0x7b5eb9a14770,0x7b5eb9a14774)
E         allocated by thread T0 here:
E             #0 0x7f3ebbd1b6eb in malloc ../../../../libsanitizer/asan/asan_malloc_linux.cpp:67
E             #1 0x7b3eb364e71f in arrow::py::AsanSanityOobNumpy() /arrow/python/pyarrow/src/arrow/python/numpy_convert.cc:564
E             #2 0x7b3eb5d8f14d in __pyx_pf_7pyarrow_3lib_6_asan_sanity_oob_numpy /tmp/tmprle2nfdj/build/lib.cpp:21869
E             #3 0x7b3eb5d8f129 in __pyx_pw_7pyarrow_3lib_7_asan_sanity_oob_numpy /tmp/tmprle2nfdj/build/lib.cpp:21850
E             #4 0x7b3eb67275c5 in __Pyx_CyFunction_Vectorcall_NOARGS /tmp/tmprle2nfdj/build/lib.cpp:345932
E             #5 0x7f3ebb0c546b in _PyObject_VectorcallTstate /usr/local/src/conda/python-3.15/Include/internal/pycore_call.h:136
E             #6 0x7f3ebb0c546b in PyObject_Vectorcall /usr/local/src/conda/python-3.15/Objects/call.c:327
E             #7 0x7f3ebb376d2e in _Py_VectorCallInstrumentation_StackRefSteal /usr/local/src/conda/python-3.15/Python/ceval.c:762
E             #8 0x7f3ebb384d29 in _PyEval_EvalFrameDefault /usr/local/src/conda/python-3.15/Python/generated_cases.c.h:1817
E             #9 0x7f3ebb3b87e6 in _PyEval_EvalFrame /usr/local/src/conda/python-3.15/Include/internal/pycore_ceval.h:118
E             #10 0x7f3ebb3b87e6 in _PyEval_Vector /usr/local/src/conda/python-3.15/Python/ceval.c:2125
E             #11 0x7f3ebb3b8b58 in PyEval_EvalCode /usr/local/src/conda/python-3.15/Python/ceval.c:673
E             #12 0x7f3ebb4c1f74 in run_mod /usr/local/src/conda/python-3.15/Python/pythonrun.c:1469
E             #13 0x7f3ebb4c275b in _PyRun_StringFlagsWithName /usr/local/src/conda/python-3.15/Python/pythonrun.c:1258
E             #14 0x7f3ebb4c7348 in _PyRun_SimpleStringFlagsWithName /usr/local/src/conda/python-3.15/Python/pythonrun.c:572
E             #15 0x7f3ebb52a1fc in pymain_run_command /usr/local/src/conda/python-3.15/Modules/main.c:261
E             #16 0x7f3ebb52a1fc in pymain_run_python /usr/local/src/conda/python-3.15/Modules/main.c:682
E             #17 0x7f3ebb52a1fc in Py_RunMain /usr/local/src/conda/python-3.15/Modules/main.c:772
E             #18 0x7f3ebb52bf21 in pymain_main /usr/local/src/conda/python-3.15/Modules/main.c:802
E             #19 0x7f3ebb52c2e8 in Py_BytesMain /usr/local/src/conda/python-3.15/Modules/main.c:826
E             #20 0x7f3ebac181c9 in __libc_start_call_main ../sysdeps/nptl/libc_start_call_main.h:58
E             #21 0x7f3ebac1828a in __libc_start_main_impl ../csu/libc-start.c:360
E             #22 0x55e6b5dce09d in _start (/arrow/ci/pixi/asan/python/.pixi/envs/test/bin/python3.15+0x109d)
E         
E         SUMMARY: AddressSanitizer: heap-buffer-overflow /arrow/python/pyarrow/src/arrow/python/numpy_convert.cc:565 in arrow::py::AsanSanityOobNumpy()
E         Shadow bytes around the buggy address:
E           0x7b5eb9a14680: fa fa 00 00 fa fa 00 00 fa fa 00 00 fa fa 00 00
E           0x7b5eb9a14700: fa fa 00 00 fa fa 00 00 fa fa 00 00 fa fa 04 fa
E           0x7b5eb9a14780: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14800: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14880: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E         =>0x7b5eb9a14900:[fa]fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14980: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14a00: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14a80: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14b00: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E           0x7b5eb9a14b80: fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa fa
E         Shadow byte legend (one shadow byte represents 8 application bytes):
E           Addressable:           00
E           Partially addressable: 01 02 03 04 05 06 07 
E           Heap left redzone:       fa
E           Freed heap region:       fd
E           Stack left redzone:      f1
E           Stack mid redzone:       f2
E           Stack right redzone:     f3
E           Stack after return:      f5
E           Stack use after scope:   f8
E           Global redzone:          f9
E           Global init order:       f6
E           Poisoned by user:        f7
E           Container overflow:      fc
E           Array cookie:            ac
E           Intra object redzone:    bb
E           ASan internal:           fe
E           Left alloca redzone:     ca
E           Right alloca redzone:    cb
E         ==23268==ABORTING
E         
E       assert 1 == 0
E        +  where 1 = CompletedProcess(args=['/arrow/ci/pixi/asan/python/.pixi/envs/test/bin/python3.15', '-c', 'import pyarrow.lib; pyarrow... bb\n  ASan internal:           fe\n  Left alloca redzone:     ca\n  Right alloca redzone:    cb\n==23268==ABORTING\n').returncode

raulcd · 2026-04-30T14:41:15Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-04-30T14:50:02Z

Revision: 5917506

Submitted crossbow builds: ursacomputing/crossbow @ actions-c352190c2e

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python
test-pixi-python-sanitizer

raulcd · 2026-05-04T10:52:27Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-05-04T10:54:54Z

Revision: f142864

Submitted crossbow builds: ursacomputing/crossbow @ actions-9d972c1253

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python
test-pixi-python-sanitizer

raulcd · 2026-05-04T15:21:58Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-05-04T15:24:20Z

Revision: 1a9c8e7

Submitted crossbow builds: ursacomputing/crossbow @ actions-46cf962c89

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python
test-pixi-python-sanitizer

…nd Arrow C++

…dd missing task for pixi-python-sanitizer

…entation

…es not match

raulcd · 2026-06-15T07:40:06Z

@github-actions crossbow submit test-pixi-*

github-actions · 2026-06-15T07:43:01Z

Revision: 5115f7d

Submitted crossbow builds: ursacomputing/crossbow @ actions-b613038c28

Task	Status
test-pixi-cpp
test-pixi-cpp-sanitizer
test-pixi-python
test-pixi-python-sanitizer

Copilot

Pull request overview

Adds Pixi-based CI builds (including ASan/UBSan variants) for Arrow C++ and PyArrow, with supporting Docker/compose plumbing and a few PyArrow test-suite adjustments to avoid known sanitizer-unfriendly tests.

Changes:

Introduces new Pixi manifests for building/testing Arrow C++ and PyArrow (default + sanitizer variants) and a dedicated Pixi Docker image.
Wires new Pixi jobs into the CI task definitions and docker-compose hierarchy/volumes.
Updates PyArrow build/test configuration for sanitizer runs (CMake sanitizer options + pytest marker to skip tests under ASan).

Reviewed changes

Copilot reviewed 15 out of 15 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
python/pyarrow/tests/test_memory.py	Marks known intentional OOB debug-memory-pool tests to be skipped under ASan.
python/pyarrow/tests/test_dlpack.py	Skips a bytes-allocation assertion test under ASan (plus comment).
python/pyarrow/conftest.py	Adds ASan detection and a `noasan` pytest group/marker defaulting to enabled when not under ASan.
python/CMakeLists.txt	Adds sanitizer CMake options and includes sanitizer flag configuration.
dev/tasks/tasks.yml	Adds CI docker-test tasks for the new Pixi images (incl. extended timeout for python sanitizer).
dev/release/utils-prepare.sh	Extends version-bump automation to update `ci/pixi///pixi.toml` package versions.
dev/release/post-10-bump-versions-test.rb	Extends release version bump test expectations to include Pixi manifests.
dev/release/01-prepare-test.rb	Extends pre-tag prepare test expectations to include Pixi manifests.
compose.yaml	Adds Pixi services, hierarchy entries, and build-cache volumes.
ci/pixi/default/python/pixi.toml	New Pixi manifest to build/test PyArrow against sibling Arrow C++ manifest.
ci/pixi/default/cpp/pixi.toml	New Pixi manifest to build/test Arrow C++ with pixi-build.
ci/pixi/asan/python/pixi.toml	New Pixi manifest to build/test PyArrow with ASan/UBSan + instrumented CPython/NumPy pins.
ci/pixi/asan/cpp/pixi.toml	New Pixi manifest to build/test Arrow C++ with ASan/UBSan.
ci/pixi/.gitignore	Ignores Pixi workdirs/lockfiles under `ci/pixi`.
ci/docker/pixi.dockerfile	New Dockerfile providing a Pixi-capable Ubuntu base for the new jobs.

+option(ARROW_USE_ASAN "Enable Address Sanitizer checks" OFF)
+option(ARROW_USE_UBSAN "Enable Undefined Behavior sanitizer checks" OFF)
+
 include(SetupCxxFlags)
+include(san-config)


+# Asan tests are flacky on check_bytes_allocated assertion.
+@pytest.mark.noasan


lucascolley · 2026-07-04T12:29:53Z

FYI @raulcd I think prefix-dev/pixi#6519 contains the final fixes needed for Pixi to handle this use-case nicely. Now that we have https://conda.org/learn/ceps/cep-0045/, I think this can scale well to more and more variants as needed -- I have drafts at python/cpython#152385 numpy/numpy#31805 scipy/scipy#24066 which now make use of it.

prefix-dev/pixi#2813 is the final thing that would improve scalability, allowing us to define all variants on a single pixi-build-python package.

lucascolley · 2026-07-10T14:37:23Z

@raulcd might you have time to return to this before the summit on Monday?

raulcd · 2026-07-10T14:43:02Z

@raulcd might you have time to return to this before the summit on Monday?

@lucascolley I don't think I am going to have time for the next couple of days. Unfortunately I won't be able to make it to the summit either, I'll arrive to EuroPython on Tuesday. Hopefully we can catch up during the week, I'll try to follow the notes of the summit discussions on the HackMD.

lucascolley · 2026-07-10T14:44:01Z

no worries, see you then!

github-actions Bot added the awaiting committer review Awaiting committer review label Apr 23, 2026

raulcd mentioned this pull request Apr 24, 2026

[Python] Add a PyArrow sanitizers build #49321

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raulcd force-pushed the GH-49321 branch from 3f7725b to fafcb99 Compare April 28, 2026 09:34

github-actions Bot added the Component: Python label Apr 28, 2026

raulcd changed the title ~~GH-49321: [C++][Python] Add pixi build for Arrow and PyArrow~~ GH-49321: [C++][Python] Add ASAN / UBSAN pixi builds for Arrow and PyArrow Apr 28, 2026

raulcd added 20 commits June 15, 2026 09:39

Add pixi build for Python

5f20e90

Minor fix to x-hierarchy on compose.yaml

8fdc501

Add missing PARQUET_TEST_DATA for arrow cpp build

612d71f

Add Pixi Arrow CPP sanitizer build

4dc5077

Initial PyArrow build against sanitizer-instrumented CPython, NumPy a…

efb712b

…nd Arrow C++

Add required instrumented numpy and python to test dependencies and a…

31b5ad2

…dd missing task for pixi-python-sanitizer

Increase timeout and add ASAN and UBSAN flags to PyArrow

7595696

Generate Cython and libarrow_python ASAN failures to validate instrum…

7290be3

…entation

Some minor cleanups

3d9be28

Add expected failures

673edc0

Improve ASAN detection and pytest markers

634bb97

Fix for Windows

cbaeea2

Remove failing tests with OOB

be1ed5e

Update version to match what we use on pyproject.toml

82904cb

Add pixi.toml(s) to bump versions

3954735

Try to fix version bump tests

f34bcbf

Fix wrong path :)

a512084

And there's a different test file

7e5fdb3

Add back required version for build backend and update regex so it do…

d351eee

…es not match

Comment improvements and remove stray import

5115f7d

raulcd force-pushed the GH-49321 branch from bcaadfa to 5115f7d Compare June 15, 2026 07:39

Copilot AI review requested due to automatic review settings June 15, 2026 07:39

Copilot started reviewing on behalf of raulcd June 15, 2026 07:40 View session

Copilot AI reviewed Jun 15, 2026

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		# Asan tests are flacky on check_bytes_allocated assertion.
		@pytest.mark.noasan

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