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Incorrect dependency resolution when specifying same package multiple times with different local version labels #256

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Hato1 opened this issue Jan 24, 2024 · 0 comments

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@Hato1
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Hato1 commented Jan 24, 2024

I've configured markers in the pyproject.toml file to install TensorFlow with the Nvidia local version label exclusively when on the aarch64 architecture. However, when exporting to requirements.txt, only the Nvidia local version label is considered, resulting in the undesired installation of 2.12.0+nv23.06 on x86_64 platforms. As a workaround, setting PyPi tensorflow to a different base version (2.12.1) causes export to work as expected.

A minimal pyproject.toml

[tool.poetry]
name = "tensor"
version = "0.1.0"
description = ""
authors = []

[tool.poetry.dependencies]
python = "~3.11"
tensorflow = [
    { version = "2.12.0+nv23.06", markers = "platform_machine=='aarch64'", source = "Nvidia" },
    { version = "2.12.0", markers = "platform_machine=='x86_64'", source = "PyPI" }
]

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

[[tool.poetry.source]]
name = "PyPI"
priority = "primary"

[[tool.poetry.source]]
# Source for special Jetson Tensorflow. 
# The numbers on the end of the URL should match the Jetpack version.
name = "Nvidia"
url = "https://developer.download.nvidia.com/compute/redist/jp/v512"
priority = "explicit"

Exporting

> poetry export --without-hashes -vvv
Loading configuration file /home/me/.config/pypoetry/config.toml
Adding repository PyPI (https://pypi.org/simple/) and setting it as primary
Adding repository Nvidia (https://developer.download.nvidia.com/compute/redist/jp/v512) and setting it as explicit
Source (poetry-lockfile): 1 packages found for tensorflow 2.12.0+nv23.06
Source (poetry-lockfile): 2 packages found for tensorflow 2.12.0
--extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v512

absl-py==2.1.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
astunparse==1.6.3 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
cachetools==5.3.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
certifi==2023.11.17 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
charset-normalizer==3.3.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
flatbuffers==23.5.26 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
gast==0.4.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
google-auth-oauthlib==1.0.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
google-auth==2.26.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
google-pasta==0.2.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
grpcio==1.60.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
h5py==3.10.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
idna==3.6 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
jax==0.4.23 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
keras==2.12.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
libclang==16.0.6 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
markdown==3.5.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
markupsafe==2.1.4 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
ml-dtypes==0.3.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
numpy==1.23.5 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
oauthlib==3.2.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
opt-einsum==3.3.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
packaging==23.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
protobuf==4.25.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
pyasn1-modules==0.3.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
pyasn1==0.5.1 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
requests-oauthlib==1.3.1 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
requests==2.31.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
rsa==4.9 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
scipy==1.12.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
setuptools==69.0.3 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
six==1.16.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
tensorboard-data-server==0.7.2 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
tensorboard==2.12.3 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
tensorflow-estimator==2.12.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
tensorflow-io-gcs-filesystem==0.35.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
tensorflow==2.12.0+nv23.06 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
termcolor==2.4.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
typing-extensions==4.9.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
urllib3==2.1.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
werkzeug==3.0.1 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
wheel==0.42.0 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
wrapt==1.14.1 ; python_version >= "3.11" and python_version < "3.12" and (platform_machine == "aarch64" or platform_machine == "x86_64")
@Hato1 Hato1 changed the title Incorrect dependency resolution when same package multiple times with different local version labels Incorrect dependency resolution when specifying same package multiple times with different local version labels Jan 24, 2024
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