Google Cloud Platform

Description

• Offline Store: Uses the BigQuery offline store by default. Also supports File as the offline store.

• Online Store: Uses the Datastore online store by default. Also supports Sqlite as an online store.

Getting started

In order to use this offline store, you'll need to run pip install 'feast[gcp]'. You can get started by then running feast init -t gcp.

Example

feature_store.yaml

project: my_feature_repo
registry: gs://my-bucket/data/registry.db
provider: gcp

Permissions

Command	Component	Permissions	Recommended Role
Apply	BigQuery (source)	bigquery.jobs.create bigquery.readsessions.create bigquery.readsessions.getData	roles/bigquery.user
Apply	Datastore (destination)	datastore.entities.allocateIds datastore.entities.create datastore.entities.delete datastore.entities.get datastore.entities.list datastore.entities.update	roles/datastore.owner
Materialize	BigQuery (source)	bigquery.jobs.create	roles/bigquery.user
Materialize	Datastore (destination)	datastore.entities.allocateIds datastore.entities.create datastore.entities.delete datastore.entities.get datastore.entities.list datastore.entities.update datastore.databases.get	roles/datastore.owner
Get Online Features	Datastore	datastore.entities.get	roles/datastore.user
Get Historical Features	BigQuery (source)	bigquery.datasets.get bigquery.tables.get bigquery.tables.create bigquery.tables.updateData bigquery.tables.update bigquery.tables.delete bigquery.tables.getData	roles/bigquery.dataEditor