poetry에 tensorflow 추가하기

Windows 11에서 poetry add tensorflow로 tensorflow를 peotry 환경에 추가하려고 시도하면

  - Installing tensorflow-io-gcs-filesystem (0.37.1): Failed

    | Unable to find installation candidates for tensorflow-io-gcs-filesystem (0.37.1)
    |
    | This is likely not a Poetry issue.
    |
    |   - 16 candidate(s) were identified for the package
    |   - 16 wheel(s) were skipped as your project's environment does not support the identified abi tags
    |
    | Solutions:
    | Make sure the lockfile is up-to-date. You can try one of the following;
    |
    |     1. Regenerate lockfile: poetry lock --no-cache --regenerate
    |     2. Update package     : poetry update --no-cache tensorflow-io-gcs-filesystem
    |
    | If neither works, please first check to verify that the tensorflow-io-gcs-filesystem has published wheels available from your configured source that are compatible with your environment- ie. operating system, architecture (x86_64, arm64 etc.), python interpreter.
    |
    | You can also run your poetry command with -v to see more information.

이렇게 tensorflow-io-gcs-filesystem 관련 에러가 발생한다

 

tensorflow를 pip로 설치하면 에러없이 설치되는 환경인데도, poetry에서는 tensorflow-io-gcs-filesystem 관련 에러가 발생한다.

해결책은 

https://github.com/tensorflow/tensorflow/issues/62899#issuecomment-1935052936

TensorFlow 2.15 cannot be imported after Poetry install on Windows · Issue #62899 · tensorflow/tensorflow

위 링크처럼 poetry add tensorflow-io-gcs-filesystem==0.31.0 로 이전버전을 추가하면 해결된다.

 

참고: python 버전 관련 에러가 발생하는 경우 requires-python 범위를 확 줄이자.(3.11버전인 경우 requires-python = ">=3.11, <3.12")