Publish requirements.txt or environment.yml for installing latest versions of spacy and other dependencies

[atulsaurav]

Hi,

I am trying to install latest compatible versions of spacy, cupy and spacy-transformers in a new conda environment. My default conda channel is set to conda-forge. While doing so, I get the below unsatisfiable dependency error. It would help a lot if conda environment.yml or requirements.txt for latest compatible versions are made available. My next step would have been to install prodigy in the same env and now I wonder if latest prodigy would install with latest below...

Thanks!

$ conda create -n spacy spacy cupy spacy-transformers
Retrieving notices: ...working... done
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: |
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed

UnsatisfiableError: The following specifications were found to be incompatible with each other:

Output in format: Requested package -> Available versions

Package vc conflicts for:
cupy -> vc[version='>=14.1,<15|>=14.1,<15.0a0']
cupy -> cudatoolkit -> vc[version='14.*|>=14,<15.0a0|>=14.2,<15|9.*']

Package vc14_runtime conflicts for:
cupy -> cudatoolkit -> vc14_runtime[version='>=14.28.29325|>=14.29.30139|>=14.36.32532|>=14.32.31332|>=14.34.31931']
cupy -> vc14_runtime[version='>=14.16.27033']

Package certifi conflicts for:
cupy -> setuptools -> certifi[version='>=2016.09|>=2016.9.26']
spacy -> requests[version='>=2.13.0,<3.0.0'] -> certifi[version='>=2016.09|>=2016.9.26|>=2017.4.17']

Package spacy conflicts for:
spacy-transformers -> spacy[version='>=3.1.3,<4.0.0|>=3.4.0,<4.0.0']
spacy

Package python conflicts for:
cupy -> fastrlock[version='>=0.8.2,<0.9.0a0'] -> python[version='2.7.*|3.10.*|3.11.*|>=3.12,<3.13.0a0|>=3.12.0rc3,<3.13.0a0|3.8.*|3.9.*|3.7.*|>=3.7|>=3.8|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|3.6.*|3.5.*|3.4.*']
cupy -> python[version='>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.7,<3.8.0a0|>=3.6,<3.7.0a0']

Package xz conflicts for:
cupy -> python[version='>=3.11,<3.12.0a0'] -> xz[version='>=5.2.5,<6.0.0a0|>=5.2.6,<5.3.0a0|>=5.2.6,<6.0a0|>=5.2.6,<6.0.0a0']
spacy-transformers -> python[version='>=3.6'] -> xz[version='>=5.2.5,<6.0.0a0|>=5.2.6,<5.3.0a0|>=5.2.6,<6.0a0|>=5.2.6,<6.0.0a0']
spacy -> python[version='>=3.9,<3.10.0a0'] -> xz[version='>=5.2.5,<6.0.0a0|>=5.2.6,<6.0a0|>=5.2.6,<6.0.0a0|>=5.2.6,<5.3.0a0']

Package python_abi conflicts for:
cupy -> python_abi[version='3.10.*|3.11.*|3.8.*|3.9.*|3.7.*|3.6.*',build='*_cp36m|*_cp37m|*_cp310|*_cp311|*_cp38|*_cp39']
cupy -> fastrlock[version='>=0.8.2,<0.9.0a0'] -> python_abi[version='2.7.*|3.12.*|3.9|3.8|3.7',build='*_cp27m|*_pypy39_pp73|*_cp312|*_pypy38_pp73|*_pypy37_pp73']

Package vs2015_runtime conflicts for:
cupy -> vs2015_runtime[version='>=14.16.27012|>=14.16.27033']
cupy -> cudatoolkit -> vs2015_runtime[version='>=14.28.29325|>=14.29.30139|>=14.32.31332|>=14.34.31931|>=14.29.30037']

Which page or section is this issue related to?

Spacy Installation

[adrianeboyd]

Try first installing pytorch according the conda recommendations here: https://pytorch.org/get-started/locally/

And then install spacy-transformers through the conda-forge channel.

[atulsaurav]

Thanks so much! This is what I was missing.