Tutorials - Dave, Bianca, Valerio, Mahe: Publishing your Python project, the conda way

Python Testing

Learn how to publish your Python project with conda, a package manager and environment manager, and discover the benefits of managing dependencies and environments without polluting your system.

Key takeaways

Conda is a package manager and environment manager for Python.
When publishing a Python project, use conda to manage dependencies and environment.
Use conda build to create a recipe for your package.
A package manager like conda allows you to manage dependencies and environment without polluting your system.
When using conda, you can create a new environment with specific dependencies and activate it.
Use conda install to install packages in your environment.
When creating a package, use setup.py and pyproject.toml to define metadata.
Conda channels can be used to host packages and manage dependencies.
Anaconda Cloud account is required to host packages on your own channels.
Conda Forge is a community-driven package repository.
Pytest is a testing framework that can be used with conda.
When testing, use a random seed to ensure reproducibility.
Use conda env to manage environments and packages.
Conda can be used to manage dependencies and environment on different platforms.
Use conda build to create a package and upload it to Anaconda Cloud.
Conda can be used to create a new environment with specific dependencies and activate it.
Use conda install to install packages in your environment.
When creating a package, use setup.py and pyproject.toml to define metadata.
Conda channels can be used to host packages and manage dependencies.
Anaconda Cloud account is required to host packages on your own channels.
Conda Forge is a community-driven package repository.
Pytest is a testing framework that can be used with conda.
When testing, use a random seed to ensure reproducibility.
Use conda env to manage environments and packages.
Conda can be used to manage dependencies and environment on different platforms.

Tutorials - Dave, Bianca, Valerio, Mahe: Publishing your Python project, the conda way

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