- Feast joins these table
- Feast manages deployment to a variety of online stores
Colab Example
- A feature repository consists of:
- A collection of Python files containing feature declarations.
- A feature_store.yaml file containing infrastructural configuration.
You define the features
- It generates it and stores it as SQLite
I have a question, Can I do the same in SQL itself :)
Connect and query created features
Key Steps
- Load Data - Supports multiple DB connectors
- Define features yaml definitions
- Save them in SQLite format
- Consume in the model development
Tracking and managing features
- s3 - Redshiftspectrum - Featurestores created
- Redshift - Query Engine
- Feature service - Map features to models
Keep Checking!!!
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