Linting and CircleCI

You can find Noah's code here. Note that the Makefile used in the video is the one in the class-demos directory, while he changes into the subdirectory within demos after that.

Using CircleCI

Here are the steps Noah took in the above video:

• Added to the Makefile:

  validate-circleci:
      circleci config process .circleci/config.yml

  run-circleci-local:
      circleci local execute

  lint: # This line should already be there with regular pylint
      hadolint path/to/Dockerfile

• Runs hadolint Dockerfile
• Uses the config.yml file within a .circleci directory
• In the parent directory, runs make run-circleci-local to simulate what will happen in the remote CircleCI environment
• Uses the CircleCI website (a related blog post is linked below) to test remotely

Reference

• Increase reliability in data science and machine learning projects with CircleCI: LINK