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Packaging and Publishing with Python: Glossary

Key Points

Introduction to Data Python Data Analysis Projects	Projects have common structures Packaging enables a project to be installed An environment allows different people to all have the same versions and run software more reliably Documentation is an essential component of nay complete project and should exist with the code
Setting up a Project	Data and code should be governed by different principles A package enables a project to be installed An environment allows different people to all have the same versions and run software more reliably Documentation is an essential component of nay complete project and should exist with the code
Packaging Python Projects	Packaged code is reusable within and across systems A Python package consists of modules Projects can be distributed in many ways and installed with a package manager
Managing Python Environments with Conda	A python dependency is another, independent package that a given project uses and requires to be able to run An environment is An environment manager enables one step installing and documentation of dependencies, including versions Conda is the included environment manager with Anaconda; it is also an installer Other popular environment managers are FIXME
Managing Python Environments with VirtualEnv	A python dependency is another, independent package that a given project uses and requires to be able to run An environment is An environment manager enables one step installing and documentation of dependencies, including versions Virtualenv is …
Getting started with Documentation	Documentation tells people how to use code and provides examples Types of documentation include: literal, API, and tutorial/example Literal Documentation lives outside the code and explains the big picture ideas of the project and how to get it ste up API documentation lives in docstrings within the code and explains how to use functions in detail Examples are scripts (or notebooks, or code excerpts) that live alongside the project and connect between the details and the common tasks.
Documentation in Code	Docstrings describe functions comments throughout the code help onboard and debug
Building Documentation with Sphinx	Building documentation into a website is a common way of distributing it Sphinx will auto build a website from plain text files and your docstrings
Example Gallery with Sphinx Gallery	Sphinx Gallery creates a gallery for examples and tutorials
Publishing code and data
Testing and Continuous Integration

Glossary

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