This is how the project will be looking after completing this step. Go see previous entries one, two and three if you want to follow along.
You'll need a Hopsworks account for this step so create one.
This is the complete code repo with the code to push a feature group to Hopsworks but basically what is happening is:
- retrieve data from Supabase database and load it into a pandas dataframe
- upload features into Hopsworks feature store
In between this two steps you can perform the following:
- feature engineer, this is an optional step which I plan on completing later.
- reassure data quality, this can be achieved through great expectations library this is also optional and for now I'm skipping this step
Here is a gist only with code for uploading feature groups.
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