[FEAT] Allow users to configure pre-installed Linux libraries

[Coopyrightdmin]

Problem Statement

Currently, users do not have the capability to configure which Linux libraries should be pre-installed. This limitation may hinder the container's adaptability for specific requirements.

Benefits

Allowing users to select which Linux libraries to pre-install would:

• Offer greater flexibility to tailor the container to specific needs.
• Reduce post-installation configuration time.
• Enhance the user experience by providing deeper control over the container setup.

Additional context

Many users have specific requirements that demand certain Linux libraries. This feature would enable them to produce a ready-to-use container without the need to manually install these libraries post-container creation.

Priority/Severity

• [ ] High (This will bring a huge increase in performance/productivity/usability/legislative cover)
• [x] Medium (This will bring a good increase in performance/productivity/usability)
• [ ] Low (anything else e.g., trivial, minor improvements)

[Coopyrightdmin]

We've extended the configuration to allow users to specify both Linux libraries associated with specific Python packages and custom packages independent of any Python dependencies. Here's a brief overview of the YAML structure:

dependencies:
  - name: numpy
    packages:
      - gcc
      - g++
      - musl-dev
      - python3-dev
      - gfortran
  - name: scikit_learn
    packages:
      - gcc
      - g++
      - musl-dev
      - python3-dev
      - gfortran
      - openblas-dev
      - lapack-dev
custom_packages:
  - libjpeg
  - imagemagick
  - jq

This update provides users with a more flexible and customizable container setup experience, allowing them to specify both Python-related and independent Linux packages.