- Install Poetry
- Set up the environment:
make setup
make activate
To install new PyPI packages, run:
poetry add <package-name>
To run the Python scripts to process data, train model, and run a notebook, type the following:
make pipeline
A flow is the basis of all Prefect workflows.
To view your flow runs from a UI, sign in to your Prefect Cloud account or spin up a Prefect Orion server on your local machine:
prefect orion start
Open the URL http://127.0.0.1:4200/, and you should see the Prefect UI:
After creating a deployment, you can run a flow from the UI with default parameters:
To auto-generate API document for your project, run:
make docs_save
When creating a PR, the tests in your tests
folder will automatically run.