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A [[Python#Creating_and_using_a_virtual_environment|virtual environment]] offers you all the functionality which you need to use Python on our clusters. Here is how to convert to the use of virtual environments if you use Anaconda on your personal computer: | A [[Python#Creating_and_using_a_virtual_environment|virtual environment]] offers you all the functionality which you need to use Python on our clusters. Here is how to convert to the use of virtual environments if you use Anaconda on your personal computer: | ||
# List the dependencies (requirements) of the application you want to use. To do so, you can: | |||
# List the dependencies (requirements) of the application you want to use. | ## Run <code>pip show <package_name></code> from your virtual environment (if the package exists on [https://pypi.org/ PyPI]) | ||
## Or, check if there is a <tt>requirements.txt</tt> file in the Git repository. | |||
## Or, check the variable <tt>install_requires</tt> of the file <tt>setup.py</tt>, which lists the requirements. | |||
# Find which dependencies are Python modules and which are libraries provided by Anaconda. For example, CUDA and CuDNN are libraries which are available on Anaconda Cloud but which you should not install yourself on our clusters - they are already installed. | # Find which dependencies are Python modules and which are libraries provided by Anaconda. For example, CUDA and CuDNN are libraries which are available on Anaconda Cloud but which you should not install yourself on our clusters - they are already installed. | ||
# Remove from the list of dependencies everything which is not a Python module (e.g. <tt>cudatoolkit</tt> and <tt>cudnn</tt>). | # Remove from the list of dependencies everything which is not a Python module (e.g. <tt>cudatoolkit</tt> and <tt>cudnn</tt>). | ||
# Use a [[Python#Creating_and_using_a_virtual_environment|virtual environment]] in which you will install your dependencies. | # Use a [[Python#Creating_and_using_a_virtual_environment|virtual environment]] in which you will install your dependencies. | ||
Your software should run - if it doesn't, don't hesitate to [[Technical support|contact us]]. | Your software should run - if it doesn't, don't hesitate to [[Technical support|contact us]]. | ||