environment.yml

name: advanced_env
channels:
  - conda-forge
  - anaconda
  - defaults
dependencies:
  # Basic Conda packages with different version specifiers
  - python=3.10.12
  - numpy>=1.23.5
  - pandas
  - scikit-learn<1.2
  - openjdk>=11,<12

  # Platform-specific dependencies
  - libsass  # Standard dependency
  - vsix-installer  # Standard dependency
  - openblas  # A package that may have platform-specific builds

  # Using a sub-channel (also called a label)
  - ::my-package-from-subchannel
  
  # A 'pip' section for installing packages from PyPI and other sources
  - pip
  - pip:
    # Public PyPI packages with different version specifiers
    - requests==2.31.0
    - black
    - jupyterlab~=4.0.0
    - numpy==2.32.2
    
    # A local package from a path
    - -e ./path/to/my-local-package
    - file:///path/to/my-local-wheel.whl
    
    # A package from a Git repository
    - git+https://github.com/myuser/myrepo.git#egg=myproject

variables:
  # Define environment variables
  MY_ENV_VAR: "some_value"