SQLite - Feast

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v0.22-branch

Getting started

Learning by example

Third party integrations

Tutorials

Fraud detection on GCP

Real-time credit scoring on AWS

Driver stats on Snowflake

Validating historical features with Great Expectations

Using Scalable Registry

Building streaming features

How-to Guides

Running Feast with Snowflake/GCP/AWS

Running Feast in production

Deploying a Java feature server on Kubernetes

Upgrading from Feast 0.9

Adding a custom provider

Adding a new online store

Adding a new offline store

Adding or reusing tests

Reference

PostgreSQL (contrib)

Feature repository

Feature servers

[Alpha] Data quality monitoring

[Alpha] On demand feature view

[Alpha] AWS Lambda feature server

Feast CLI reference

Python API reference

Project

Contribution process

Development guide

Versioning policy

Release process

Feast 0.9 vs Feast 0.10+

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SQLite

Description
The SQLite online store provides support for materializing feature values into an SQLite database for serving online features.
All feature values are stored in an on-disk SQLite database
Only the latest feature values are persisted
Example
feature_store.yaml
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project: my_feature_repo
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registry: data/registry.db
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provider: local
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online_store:
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  type: sqlite
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  path: data/online_store.db
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Configuration options are available here.

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