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georg-schwarz avatar rhazn avatar stealwonders avatar

amse's Issues

Automated tests

Create automated tests for the project to ensure that the code is functioning as intended.

Subtasks:

  • Create and verify least 3 tests for our code or dataset
  • Tests are configured to run automatically on push (with GitHub actions)

Continuous integration

Setup GitHub actions (CI) to automatically build, test, and deploy the project once changes are made. The CI pipeline should also deliver notifications in case of build failures.

Subtasks:

  • CI pipeline automatically builds, tests, and deploys the project when new commits are pushed
  • CI pipeline sends notifications if builds fail

Data exploration & data visualization

Create data visualizations to explore the relationships between weather conditions and electricity production for solar and wind. This will allow me to identify some interesting patterns and correlations.

Automated data pipeline

Build an automated data pipeline that pulls data directly from its source and stores it into an SQLite database. The data engineering scripts should pull, clean, and store the data in a way that allows for seamless analysis in future stages of the project.

Subtasks:

  • Both datasets are pulled
  • Data is cleaned and transformed
  • Cleaned data is stored in an SQLite DB (in the repo)

Deployment as GitHub page

Deploy the project using GitHub Pages and prepare for the project demo, making sure that the project is ready to be presented.

Subtasks:

  • Deployed and viewable in-browser

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