[INSTALL]: Possible dependency conflicts

[AccuInsight]

Installation check

• [X] I have read the installation guide.

Platform

ubuntu

Installation Method

pip install

pycaret Version

latest

Python Version

3.8, 3.9

Description

Running pipdeptree -p pycaret shows the sklearn dependencies as shown below.

$ pipdeptree -p pycaret |grep skl Warning!!! Possibly conflicting dependencies found:

• tensorflow==2.3.1

  • numpy [required: >=1.16.0,<1.19.0, installed: 1.23.5]

    Warning!! Cyclic dependencies found:

• list-imports => list-imports => list-imports

Since sklearn is not used when installing scikit-learn, please remove it from dependencies.

Installation Logs

Requirement already satisfied: future in /opt/conda/lib/python3.8/site-packages (from pyLDAvis->pycaret) (0.18.3) Collecting sklearn Downloading sklearn-0.0.post1.tar.gz (3.6 kB) Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'error'  error: subprocess-exited-with-error × python setup.py egg_info did not run successfully. │ exit code: 1 ╰─> [18 lines of output] The 'sklearn' PyPI package is deprecated, use 'scikit-learn' rather than 'sklearn' for pip commands. Here is how to fix this error in the main use cases: - use 'pip install scikit-learn' rather than 'pip install sklearn' - replace 'sklearn' by 'scikit-learn' in your pip requirements files (requirements.txt, setup.py, setup.cfg, Pipfile, etc ...) - if the 'sklearn' package is used by one of your dependencies, it would be great if you take some time to track which package uses 'sklearn' instead of 'scikit-learn' and report it to their issue tracker - as a last resort, set the environment variable SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True to avoid this error More information is available at https://github.com/scikit-learn/sklearn-pypi-package If the previous advice does not cover your use case, feel free to report it at https://github.com/scikit-learn/sklearn-pypi-package/issues/new [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: metadata-generation-failed × Encountered error while generating package metadata. ╰─> See above for output.

[ngupta23]

Can you try this with the pre-release version of pycaret - 3.0.0rc9 (soon to be released version 3.0.0)? It has much lighter dependencies and hopefully, this issue will not show up there.

[ngupta23]

Update: Please try on 3.0.0 which was released yesterday. This should hopefully not have any issues.

[AccuInsight]

we install pycaret==2.3.10. I will check 3.0.0 version. Thanks.