Pymc on AWS Sagemaker Studio

Questions v5
5

I experimented and tried four different ways to install.

Doing “%pip install pymc>=5” on a fresh Data Science 3.0 image:

  • Installs.
  • On import, gives g++ not detected warning.
  • On import, gives NumPy C-API warning.
  • Fails import with SystemError: initialization of _internal failed without raising an exception.

I think the g++ one is a much bigger deal, than the Numpy C-API one, right?
Anyway, it won’t even import here for me, so /shrug !

Doing “%conda install pymc>=5” on a fresh Data Science 3.0 image:

  • Fails install with error: ResolvePackageNotFound: - conda=22.9.0

Doing “%pip install pymc>=5” on a fresh Base Python 3.0 image:

  • Installs.
  • On import, gives NumPy C-API warning.
  • Works otherwise.

Doing “%conda install pymc>=5” on a fresh Base Python 3.0 image:

  • Fails install with error: ValueError: The python kernel does not appear to be a conda environment.
    It seems conda install is not allowed from base python image.