Feature repository

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Feature repository

Feast users use Feast to manage two important sets of configuration:
Configuration about how to run Feast on your infrastructure
Feature definitions
With Feast, the above configuration can be written declaratively and stored as code in a central location. This central location is called a feature repository. The feature repository is the declarative source of truth for what the desired state of a feature store should be.
The Feast CLI uses the feature repository to configure, deploy, and manage your feature store.
An example structure of a feature repository is shown below:
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$ tree -a
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.
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├── data
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│   └── driver_stats.parquet
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├── driver_features.py
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├── feature_store.yaml
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└── .feastignore
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​
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1 directory, 4 files
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For more details, see the Feature repository reference.

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Last modified 10d ago

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