JuliaPy / JuliaPy/PythonCall.jl

`import juliacall` sometimes segfaults

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bug
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Julia
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描述

**Affects:** JuliaCall

**Describe the bug**
I sometimes get segfaults when importing julicall in combination with other packages.

```
x@x ~ % python -c 'import juliacall; import torch; from torch.autograd import Function'
x@x ~ % python -c 'import torch; from torch.autograd import Function; import juliacall'
x@x ~ % python -c 'import torch; from torch.autograd import Function; import juliacall'
zsh: segmentation fault python3 -c
x@x ~ % python -c 'import torch; from torch.autograd import Function; import juliacall'
zsh: segmentation fault python3 -c
x@x ~ % python -c 'import torch; from torch.autograd import Function; import juliacall'
zsh: segmentation fault python3 -c
x@x ~ % python -c 'import torch; from torch.autograd import Function; import juliacall'
zsh: segmentation fault python3 -c
```

**Your system**
```
x@x ~ % python --version
Python 3.11.2
x@x ~ % julia -e 'using InteractiveUtils; versioninfo()'
Julia Version 1.9.3
Commit bed2cd540a1 (2023-08-24 14:43 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: macOS (arm64-apple-darwin22.4.0)
CPU: 8 × Apple M2
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, apple-m1)
Threads: 1 on 4 virtual cores
Environment:
JULIA_EDITOR = code
JULIA_PYTHONCALL_EXE = /Library/Frameworks/Python.framework/Versions/3.11/bin/python3
x@x ~ % python -m pip list
Package Version
------------------------- ---------
absl-py 2.0.0
accelerate 0.23.0
aiohttp 3.8.4
aiosignal 1.3.1
astunparse 1.6.3
async-timeout 4.0.2
attrs 22.2.0
cachetools 5.3.1
certifi 2022.12.7
cffi 1.15.1
charset-normalizer 3.1.0
click 8.1.3
codespell 2.2.6
comtypes 1.1.14
contourpy 1.0.7
cycler 0.11.0
diffeqpy 2.1.0
diffusers 0.21.1
Faker 19.10.0
filelock 3.12.4
fire 0.5.0
flatbuffers 23.5.26
fonttools 4.39.3
frozenlist 1.3.3
fsspec 2023.9.0
gast 0.4.0
google-auth 2.23.0
google-auth-oauthlib 1.0.0
google-pasta 0.2.0
grpcio 1.58.0
gTTS 2.3.1
h5py 3.9.0
huggingface-hub 0.17.1
idna 3.4
importlib-metadata 6.8.0
jill 0.11.5
Jinja2 3.1.2
jsonschema 4.19.0
jsonschema-specifications 2023.7.1
juliacall 0.9.14
juliapkg 0.1.10
keras 2.13.1
kiwisolver 1.4.4
libclang 16.0.6
llvmlite 0.41.0
Markdown 3.4.4
MarkupSafe 2.1.3
matplotlib 3.7.1
mecab-python3 1.0.6
mpmath 1.3.0
multidict 6.0.4
nanoid 2.0.0
networkx 3.1
numba 0.58.0
numpy 1.24.2
oauthlib 3.2.2
openai 0.27.2
opencv-python 4.7.0.72
opt-einsum 3.3.0
packaging 23.1
Pillow 9.5.0
pip 23.2.1
playsound 1.3.0
protobuf 4.24.3
psutil 5.9.5
pyasn1 0.5.0
pyasn1-modules 0.3.0
pycparser 2.21
pyobjc-framework-Vision 9.0.1
pyparsing 3.0.9
python-dateutil 2.8.2
python-gnupg 0.5.1
pyttsx3 2.91
PyYAML 6.0.1
referencing 0.30.2
regex 2023.8.8
requests 2.28.2
requests-futures 1.0.1
requests-oauthlib 1.3.1
rlvoice 1.0.0
rpds-py 0.10.2
rsa 4.9
safetensors 0.3.3
semantic-version 2.10.0
setuptools 65.5.0
six 1.16.0
sounddevice 0.4.6
srt 3.5.3
sympy 1.12
tensorboard 2.13.0
tensorboard-data-server 0.7.1
tensorflow 2.13.0
tensorflow-estimator 2.13.0
tensorflow-macos 2.13.0
termcolor 2.3.0
tokenizers 0.13.3
torch 2.0.1
tqdm 4.65.0
transformers 4.33.1
typing_extensions 4.5.0
urllib3 1.26.15
vosk 0.3.44
websockets 10.4
Werkzeug 2.3.7
wget 3.2
wheel 0.41.2
wrapt 1.15.0
yarl 1.8.2
zipp 3.16.2
x@x ~ % julia
_
_ _ _(_)_ | Documentation: https://docs.julialang.org
(_) | (_) (_) |
_ _ _| |_ __ _ | Type "?" for help, "]?" for Pkg help.
| | | | | | |/ _` | |
| | |_| | | | (_| | | Version 1.9.3 (2023-08-24)
_/ |\__'_|_|_|\__'_| | Official https://julialang.org/ release
|__/ |

julia> juliapkg.status()
ERROR: UndefVarError: `juliapkg` not defined
Stacktrace:
[1] top-level scope
@ REPL[1]:1

julia>
x@x ~ % python -c 'import juliacall; juliacall.juliapkg.status()'
┌ Warning: attempting to remove probably stale pidfile
│ path = "/Users/x/.julia/logs/manifest_usage.toml.pid"
└ @ FileWatching.Pidfile ~/.julia/juliaup/julia-1.9.3+0.aarch64.apple.darwin14/share/julia/stdlib/v1.9/FileWatching/src/pidfile.jl:244
Traceback (most recent call last):
File "", line 1, in
AttributeError: module 'juliacall' has no attribute 'juliapkg'
```

贡献指南

这个仓库没有索引到贡献指南

调研方向

No source file or test is identified in the report. Start by reproducing the two import-order commands on the stated macOS, Python, Julia, and package versions, then compare the failing and successful cases. Done means the crash has a reproducible cause and a verified fix or documented compatibility boundary.

由索引模型根据 Issue 内容生成。

评估

技术栈
python, pytorch
领域
backend
Issue 类型
缺陷
难度
5/5
预计耗时
一周以上
活跃度
停滞
描述清晰度
需要澄清
新手友好度
20/100

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