Amazon Web Services
- Offline Store: Uses the Redshift offline store by default. Also supports File as the offline store.
- Online Store: Uses the DynamoDB online store by default. Also supports Sqlite as an online store.
In order to use this offline store, you'll need to run (Snowflake)
pip install 'feast[aws, snowflake]' or (Redshift) pip install 'feast[aws]'.You can get started by then running
feast init -t snowflake or feast init -t aws.feature_store.yaml
project: my_feature_repo
registry: data/registry.db
provider: aws
online_store:
type: dynamodb
region: us-west-2
offline_store:
type: redshift
region: us-west-2
cluster_id: feast-cluster
database: feast-database
user: redshift-user
s3_staging_location: s3://feast-bucket/redshift
iam_role: arn:aws:iam::123456789012:role/redshift_s3_access_role
Last modified 1mo ago