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.

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.

{% code title="feature_store.yaml" %}

yaml

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

{% endcode %}

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