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Best Practices in Software Development

In this lesson, we'll discuss three topics that fall under the category of best practices--software development techniques that aren't required, but have been found helpful and productivity-enhancing.

The topics:

  • unit testing,
  • continuous integration, and
  • collaboration techniques

were selected because they're used on a near-daily basis at CSDMS for the development and maintenance of pymt and Landlab, and we believe they're helpful, in general, for the work of ESP scientists.

Learning objectives:

  • Understand unit testing concepts
  • See how to write a unit test for pytest
  • Understand continuous integration concepts
  • Understand some recommended behaviors for working on collaborative projects

Topics

This lesson continues in the following sections.

  1. Unit testing with pytest
  2. Continuous integration with Travis CI
  3. Collaborative projects ("Gitiquette")